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n):;oY@jg RQ?O; o#;b o(Detrended Normal Q-Q Plots(TitleExplore"ArialP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Detrended Normal Q-Q Plots \par }  (Average male life expectancy8Explore?Average male life expectancy!0u /// //T/n/:Detrended Normal Q-Q Plot of Average male life expectancy/Average male life expectancy&// Z/Observed Value0/Observed Valued/Dev from Normal0/Dev from Normal</m2///+Ig/Μx)?/@/V@/:/@+IgO/ -:/@+IgO/  :/@+IgO/ 6:/@+IgO/ :/@+IgO/ :/@+IgO/  :/@+IgO/  :/@+IgO/ 3:/ @+IgO/ :/ @+IgO/ :/ D@yq?O/ :/ D@yq?O/ a:/ E@<&?O/ U:/G@H?O/ :/G@J?O/ :/H@Zя?O/ (:/I@?O/ :/I@>AYq?O/ ;:/I@>AYq?O/ $:/J@1up?O/ ':/J@鋒E?O/ :/K@Drè?O/ I:/K@Drè?O/ Z:/K@Drè?O/ ?:/K@U)?O/ :/K@U)?O/ X:/L@?j?O/ :/L@?j?O/ L:/M@`R1N?O/ 2:/M@s5jYt?O/  :/N@#A?O/ :/ N@#A?O/ !:/!N@Μx)?O/ !H:/"O@څ7%?O/ ",:/#O@څ7%?O/ #[:/$O@څ7%?O/ $@:/%O@g a?O/ %O:/&O@g a?O/ &l:/'O@g a?O/ 'P:/(P@|N?O/ (=:/)P@|N?O/ )T:/*P@|N?O/ *":/+@P@cL?O/ +b:/,@P@cL?O/ ,_:/-@P@cL?O/ -j:/.@P@cL?O/ .h://@P@cL?O/ /5:/0@P@cL?O/ 04:/1@P@cL?O/ 1.:/2P@n?O/ 2:/3P@n?O/ 3W:/4P@n?O/ 4 :/5P@n?O/ 5D:/6P@n?O/ 6K:/7P@n?O/ 7B:/8P@"vuK?O/ 8:/9P@"vuK?O/ 9>:/:P@"vuK?O/ :0:/;P@"vuK?O/ ;#:/<P@"vuK?O/ <:/=P@"vuK?O/ =E:/>Q@N/i?O/ >:/?Q@N/i?O/ ?:/@Q@N/i?O/ @A:/AQ@N/i?O/ AV:/B@Q@pl?O/ BC:/C@Q@pl?O/ CQ:/D@Q@pl?O/ D:/E@Q@pl?O/ Ec:/F@Q@pl?O/ F):/G@Q@pl?O/ G:/H@Q@pl?O/ H:/I@Q@pl?O/ IS:/JQ@u m?O/ J::/KQ@u m?O/ Kk:/LQ@u m?O/ L:/MQ@u m?O/ Md:/NQ@N|] O/ N:/OQ@N|] O/ OR:/PQ@N|] O/ Pi:/QQ@N|] O/ Q:/RQ@N|] O/ RM:/SR@m~O/ S%:/TR@m~O/ T`:/UR@m~O/ UN:/V@R@UjwɿO/ V :/W@R@UjwɿO/ W<:/X@R@UjwɿO/ XY:/Y@R@UjwɿO/ Y*:/Z@R@UjwɿO/ ZG:/[@R@UjwɿO/ [f:/\R@j+ؿO/ \:/]R@j+ؿO/ ]&:/^R@j+ؿO/ ^8:/_R@j+ؿO/ _\:/`R@j+ؿO/ `:/aR@j+ؿO/ ae:/bR@j+ؿO/ bJ:/cR@fEiFO/ c/:/dR@fEiFO/ dF:/eR@fEiFO/ e]:/fR@fEiFO/ f^:/gR@fEiFO/ g+:/hS@MqO/ h1:/iS@MqO/ i:/jS@MqO/ j9:/kS@MqO/ k7:/lT@R va>O/ lg:/mV@eUOO/ mm/b m C(Smean(lifeexpf)9Explore?Smean(lifeexpf)0u 333 33T3n3-Detrended Normal Q-Q Plot of SMEAN(LIFEEXPF)3Smean(lifeexpf)&33 Z3Observed Value03Observed Valued3Dev from Normal03Dev from Normal<3m2333gݑ3Ѻ?3E@3T@3:3E@ڂ+WyʿO3 g:3F@8Q޿O3 :3F@8Q޿O3 :3F@$3uO3 a:3F@$3uO3 m:3G@LJ$PO3 U:3G@3W~ KO3 -:3I@${4:޿O3 :3 I@${4:޿O3 :3 J@BaSS5ڿO3 (:3 J@BaSS5ڿO3 :3 J@<2 ٿO3 :3 K@q3ֿO3 $:3K@N>5ԿO3 ;:3K@N>5ԿO3 Z:3L@ԀʿO3 I:3L@ԀʿO3 ?:3M@EHg̿O3 X:3M@EHg̿O3 L:3M@EHg̿O3 :3M@EHg̿O3 ':3M@B!{X˿O3 2:3O@t?O3 !:3P@G?O3  :3@P@&xa?O3 3:3@P@&xa?O3 @:3P@#.X<|?O3 :3P@pIt?O3 H:3P@pIt?O3 ,:3P@pIt?O3 O:3P@pIt?O3 4:3 P@pIt?O3 :3!Q@4?O3 !_:3"Q@4?O3 "P:3#Q@4?O3 #l:3$Q@4?O3 $[:3%Q@4?O3 %5:3&@Q@ ?O3 &:3'@Q@ ?O3 '":3(Q@EȔxM?O3 (K:3)Q@EȔxM?O3 )W:3*Q@EȔxM?O3 *:3+Q@EȔxM?O3 +.:3,Q@EȔxM?O3 ,D:3-Q@I,?O3 ->:3.R@$h?O3 .B:3/R@$h?O3 /j:30R@$h?O3 0b:31@R@?v?O3 1E:32@R@?v?O3 2 :33@R@?v?O3 3c:34R@Ѻ?O3 4:35R@Ѻ?O3 5V:36R@Ѻ?O3 6::37R@Ѻ?O3 7d:38R@Ѻ?O3 8T:39R@(d?O3 9S:3:R@(d?O3 ::3;R@(d?O3 ;h:3<R@(d?O3 <:3=R@(d?O3 =N:3>R@(d?O3 >:3?R@(d?O3 ?:3@R@(d?O3 @:3AR@(d?O3 A=:3BS@BZ1"?O3 B0:3CS@BZ1"?O3 C :3DS@BZ1"?O3 Dk:3ES@BZ1"?O3 E):3FS@BZ1"?O3 F#:3G@S@2?O3 GC:3H@S@2?O3 H:3I@S@2?O3 I:3J@S@2?O3 JQ:3K@S@2?O3 KA:3L@S@2?O3 Li:3MS@+!?O3 M`:3NS@+!?O3 N:3OS@+!?O3 OM:3PS@+!?O3 P:3QS@+!?O3 QR:3RS@+!?O3 R :3SS@+!?O3 S6:3TS@+!?O3 T :3US@+!?O3 U<:3VS@(f5rO3 V*:3WS@(f5rO3 W:3XS@(f5rO3 Xf:3YS@(f5rO3 Y :3ZS@(f5rO3 ZY:3[S@(f5rO3 [:3\S@(f5rO3 \:3]T@h |ԦʿO3 ]G:3^T@h |ԦʿO3 ^7:3_T@h |ԦʿO3 _+:3`T@h |ԦʿO3 `/:3aT@h |ԦʿO3 ae:3bT@h |ԦʿO3 b%:3cT@h |ԦʿO3 c:3d@T@-3߿O3 dJ:3e@T@-3߿O3 e8:3f@T@-3߿O3 f1:3g@T@-3߿O3 g\:3h@T@-3߿O3 h]:3i@T@-3߿O3 iF:3j@T@-3߿O3 j:3kT@gݑO3 k^:3lT@gݑO3 l9:3mT@gݑO3 m&3b m! 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GET X /VARIABLES= lifeexpm , lifeexpf / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) x&1? 0:00:00.22Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time 04<@DHLTX\dl  + iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x NavText X( Text OutputMatrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 60.15596330 70.15596330 \par \par A \par 48.46268241 \par \par B \par 24.15546674 \par \par ------ END MATRIX ----- \par } (GraphGraph6(TitleGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesGraph dddd "$ &)]ljB22-MAR-2000 05:52:11&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lifeexpf WITH COL1 COL3 COL5 lifeexpm (PAIR) /MISSING=VARIABLEWISE . &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x m( Scatter of prediction intervals SGraph? 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eRSd>pAC)5h;>Q.0Gw?>)5?h;>Q.?Arialh;>Q.0Gw?>Arialh;>Q.?f-dd-dd ddd Prediction Intervals3g d BB A Ad? ??40 50 60 70 80 90 100 h dBAAd? ??0 20 40 60 80 100 120 ;p dd (<Total Population50% P.I.95% P.I.99% P.I.Average male life exSMEAN(LIFEEXPF) oddddddddddddddddddddk dd?PsKPsKPsKPsKPsK(MatrixMatrixK4(Title"Matrix"ArialPn{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Matrix \par } (Notes&MatrixPTS =300dddd "$ &)aljB22-MAR-2000 05:52:12&( &(C:\world.sav &(&(&(&)(@[@109&(|MATRIX. GET X /VARIABLES= lifeexpm , literacy / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) )\(? 0:00:00.44Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time OS[_cgksw{  J iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x*( Text OutputMatrix"Courier NewP7{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 60.15596330 78.33644860 \par \par A \par 58.52823058 \par \par B \par 43.52137630 \par \'0c \par \par \par \par ------ END MATRIX ----- \par } (GraphGraph(TitleGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesGraph(dddd "$ &)= iljB22-MAR-2000 05:52:13&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 literacy WITH COL1 COL3 COL5 lifeexpm (PAIR) /MISSING=VARIABLEWISE . &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x -( Scatter of prediction intervals 7AGraph? 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GET X /VARIABLES= lifeexpm , lit_male / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) Mb? 0:00:00.38Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time mqy}  h iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xH ( Text OutputMatrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 60.15596330 78.72941176 \par \par A \par 52.11689000 \par \par B \par 38.50368916 \par \par ------ END MATRIX ----- \par } (GraphGraph(TitleGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesGraphI@ndddd "$ &)tljB22-MAR-2000 05:52:14&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_male WITH COL1 COL3 COL5 lifeexpm (PAIR) /MISSING=VARIABLEWISE . &) Q? 0:00:00.06Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time      " & . 6   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x ( Scatter of prediction intervals U BGraph? Scatter of prediction intervals 0u?? ??T??!Scatter of prediction intervals &??n? 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"":?H#p\V@fX@(tY@ʿD,F@T@@<@O? ##:?H$ ZV@3seY@zY@TF@/@@E=@O? $$:?H%2ޱV@ΞA,Y@QY@F@NA@^T>@O? %%:?H&}. V@OpVY@*"Z@G@ RYA@xVn"?@O? &&:?H'x^V@RY@*QZ@\۩8OIG@=A@V?@O? '':?H(D.UV@pt Y@椗@Z@^Q{G@ 5B@Od]@@O? ((:?H)lBm W@u(]OY@*lz.Z@SxG@>΋jB@uo@@O? )):?H*a#"W@=>VY@XoRZ@֋G@CvۈB@a1A@O? **:?H+ClG+v7W@JZ@z[@NH@g'C@?dA@O? ++:?H,#bLW@PEZ@%3[@.bΓJH@GaKC@2AE B@O? ,,?b ,(MatrixZ Matrix(Title^ Matrix"ArialPn{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Matrix \par } (Notesb MatrixPTS =300dddd "$ &)ffxljB22-MAR-2000 05:52:15&( &(C:\world.sav &(&(&(&)(@[@109&(|MATRIX. GET X /VARIABLES= lifeexpm , lit_fema / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) )\(? 0:00:00.44Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xf ( Text Output Matrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 60.15596330 67.25882353 \par \par A \par 64.35517165 \par \par B \par 43.65500489 \par \par ------ END MATRIX ----- \par } (Graph Graph(Title Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (Notes Graph4#[dddd "$ &)pljB22-MAR-2000 05:52:15&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_fema WITH COL1 COL3 COL5 lifeexpm (PAIR) /MISSING=VARIABLEWISE . &) J +? 0:00:00.05Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time   $ ( , 0 4 < @ D L T   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x  ( Scatter of prediction intervals s CGraph? 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GET X /VARIABLES= lifeexpf , literacy / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) }?5^I? 0:00:00.22Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x ( Text Output Matrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 70.15596330 78.33644860 \par \par A \par 59.75375942 \par \par B \par 11.99955759 \par \par ------ END MATRIX ----- \par } (Graph Graph(Title Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (Notes GraphzY@ %dddd "$ &)HljB22-MAR-2000 05:52:17&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 literacy WITH COL1 COL3 COL5 lifeexpf (PAIR) /MISSING=VARIABLEWISE . &) J +? 0:00:00.05Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time 6 : B F J N R Z ^ b j r  1 iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x  ( Scatter of prediction intervals  DGraph? 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GET X /VARIABLES= lifeexpf , lit_male / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) 333333? 0:00:00.60Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time     iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x ( Text Output" Matrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 70.15596330 78.72941176 \par \par A \par 48.02704370 \par \par B \par 16.93943778 \par \par ------ END MATRIX ----- \par } (Graph& Graph(Title* Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (Notes. Graphdddd "$ &)ljB22-MAR-2000 05:52:18&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_male WITH COL1 COL3 COL5 lifeexpf (PAIR) /MISSING=VARIABLEWISE . &) Q? 0:00:00.06Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time T X ` d h l p x |  O iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x2  ( Scatter of prediction intervals  EGraph? 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**:BH+j߮R@OXQ@YfQ@!7ES@ZT@rm6#U@OB ++:BH,4-R@hNQ@B8mQ@RS@'E T@k2?U@OB ,,Bb ,(Matrix Matrix(Title Matrix"ArialPn{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Matrix \par } (Notes MatrixPTS =300dddd "$ &)HljB22-MAR-2000 05:52:19&( &(C:\world.sav &(&(&(&)(@[@109&(|MATRIX. GET X /VARIABLES= lifeexpf , lit_fema / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) L7A`? 0:00:00.39Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time     !   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x ( Text Output@ Matrix"Courier NewP7{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par \'0c \par \par \par 70.15596330 67.25882353 \par \par A \par 64.52150106 \par \par B \par 16.70810123 \par \par ------ END MATRIX ----- \par } (GraphD Graph~g(TitleH Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesL GraphPTS =300dddd "$ &)ljB22-MAR-2000 05:52:19&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_fema WITH COL1 COL3 COL5 lifeexpf (PAIR) /MISSING=VARIABLEWISE . &) Q? 0:00:00.06Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time r v ~  m iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xP E ( Scatter of prediction intervals  FGraph? 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K@OC :CH ,ðIC@p;-@߃@}.uO@PML@vu`L@OC :CH ]C@Pƈ.@0P@_0O@XM@zB3IL@OC :CHƀusC@p~G'/@h}= @gO@1wSM@҃rL@OC :CH'zC@rw/@g#<`!@ѮpxP@TM@c7oL@OC :CH2'ףC@C0@L/"@wP@F RM@U"L@OC :CHOi[C@D*hK0@# #@!P@S%M@~K:M@OC :CHrC@H 1@HϬ#@G0P@)N@q@xM@OC :CH2 C@&֊v1@|O0$@!ϻ?P@B`N@qiCM@OC :CH8A_GD@`n1@r:%@OP@N@NG?yM@OC :CHo~7D@T[F_2@Uf&@j=k^P@bN@0m6N@OC :CH2;ZD@\~2@$Q(@.mP@9)wO@MK;P@d1NmP@JH9FEP@OC :CHE@r.8@qA2@[Z)P@攰$P@;`NgP@OC :CH~'PF@$m8@Z鋃2@ˈQ@ȲP@b1wP@OC :CHc$22F@2wĺ9@޽+H3@wQ@$P@^ӴP@OC :CH*cv&eF@*N:@ ^4@[/Q@,xFP@!P@OC :CH +{F@.Vj ;@JWke5@nX/@Q@={Q@WP@OC  :CH gF@8;@(zD6@EPQ@̿!Q@N`Q@OC  :CH rvaG@JB<@̓*ݛ(7@%ڶlaQ@܂k@Q@5Q@OC  :CH M=G@Mڡd=@Vtu8@BrQ@79h^Q@יGXQ@OC  :CH @$ wG@iH5>@:ݷ08@KlۻQ@wz|Q@`jzQ@OC  :CHhQCc_G@HR/ ?@2m9@eQ@NkY$Q@{ Q@OC :CHLUG@mAa?@訣:@GQ@7Q@w0Q@OC :CHhbT^)H@d4_@@E;@Q@QȶQ@dQ@OC :CHfH@N !@@`8<@TQ@h'Q@Ϊ]R@OC :CHH@0I BA@riW=@bQ@/iR@& 'R@OC :CH fQH@zA@2d>@?Q@袱2R@zSJR@OC :CH-%I@?9R+B@C<;?@#OQ@nsPR@lR@OC :CH-EƙgI@BCB@+@@aЬR@ݼnR@NRR@OC :CH6T&I@8C@&(&(&)(@[@109&(|MATRIX. GET X /VARIABLES= literacy , lit_male / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) B`"? 0:00:00.28Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time '+/7?   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x Z( Text Output^Matrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 78.33644860 78.72941176 \par \par A \par 68.20888196 \par \par B \par 18.12831241 \par \par ------ END MATRIX ----- \par } (GraphbGraphpY(TitlefGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesjGraphdddd "$ &)ljB22-MAR-2000 05:52:21&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_male WITH COL1 COL3 COL5 literacy (PAIR) /MISSING=VARIABLEWISE . &) (\? 0:00:00.17Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xn7 ( Scatter of prediction intervals GGraph? 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GET X /VARIABLES= literacy , lit_fema / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) K7A? 0:00:00.38Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time !%-159=EIMU]   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xL( Text Output|Matrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 78.33644860 67.25882353 \par \par A \par 80.23273344 \par \par B \par 19.81007424 \par \par ------ END MATRIX ----- \par } (GraphGraphbK(TitleGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesGraphdddd "$ &)\ljB22-MAR-2000 05:52:22&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_fema WITH COL1 COL3 COL5 literacy (PAIR) /MISSING=VARIABLEWISE . &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x) ( Scatter of prediction intervals  HGraph? 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\H@@@dU8.x<@08zSR@&VJQ@އP@OE :EHRSiH@]-A@%{\>=@vR@ Q@꧵AQ@OE :EHL H@7TA@B>@7 R@AQ@oQ@OE :EHdI@\RB@f?@aNR@io R@ǏQ@OE :EH 7[I@H=jB@PEo@@R@=07LR@R@OE :EHl}{cI@!jC@W(@@O "]S@\)cR@JgR@OE :EHߓI@3C@7!vA@̊'S@8arR@|+KбR@OE :EHɖ%J@\b.mQC@jjB@&KS@S@YR@OE :EH;jJ@IT<|D@#4B@flcoS@:0PS@wm;mBS@!SLiS@OE !!:EH"Bԯ>K@>.+E@ ?[D@^'4S@F:&[T@#%r %T@OE "":EH#7BndžK@ބF@M//D@o@S@;jeTT@~\=oT@OE ##:EH$/MK@%6G@#qzlE@C/;!T@pZT@lZTT@OE $$:EH%xDL@b9G@9#!F@**uxET@M #3T@QKU@OE %%:EH&xcL@f H@jF@]̨vhT@?U@ OMU@OE &&:EH'dL@U.H@R&FVG@b`T@RuoWU@ڕ0U@OE '':EH(\L@6$I@G@ֶĬT@([ėU@"FU@OE ((:EH)]!DM@-CI@|H@0,T@hZ_U@8A 5)V@OE )):EH*hqM@3)m69J@Gq.I@V_T@ZbV@k" rV@OE **:EH+0XM@{J@|y: I@# U@qLKWV@nV@OE ++:EH,`**N@QK@]nJ@ \v;U@(pV@+䌲W@OE ,,Eb ,(MatrixMatrixw`(TitleMatrix"ArialPn{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Matrix \par } (NotesMatrixPTS =300dddd "$ &)QljB22-MAR-2000 05:52:23&( &(C:\world.sav &(&(&(&)(@[@109&(|MATRIX. GET X /VARIABLES= lit_male , lit_fema / FILE =*/MISSING=OMIT. COMPUTE NC =NCOL(X). COMPUTE NR = NROW(X). COMPUTE J = MAKE(NR,1,1). COMPUTE MEANS = T(J)*X/NR. PRINT MEANS. COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE A2 = X-A1. COMPUTE A3 = T(A2)*A2/(NR ). COMPUTE EVAL1=MAKE(NC,1,0). COMPUTE EVECT1 =MAKE(NC,NC,0). CALL EIGEN(A3,EVECT1,EVAL1). COMPUTE NPTS =300. COMPUTE T1 =({1:NPTS-1}-{1})*ARTAN(1)*8/(NPTS-1). COMPUTE C =-2*LN(.05). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). PRINT A. PRINT B. COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = S3*T(EVECT1) +A1. COMPUTE C =-2*LN(.1). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. COMPUTE C =-2*LN(.5). COMPUTE A = SQRT(C*EVAL1(1,1)). COMPUTE B = SQRT(C*EVAL1(2,1)). COMPUTE S1 = (SIN(T1)) *A. COMPUTE S2 = (COS(T1))*B. COMPUTE S3={T(S1),T(S2)}. COMPUTE J = MAKE(NPTS,1,1). COMPUTE NROWS3 =NROW(S3). COMPUTE NCOLS3 = NCOL(S3). COMPUTE A1 = KRONEKER(MEANS,J). COMPUTE S4 = {S3*T(EVECT1) +A1,S4}. SAVE S4 /OUTFILE=*. END MATRIX. &) Q? 0:00:00.33Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time ?CKOSW[cgks{  : iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x>v( Text OutputMatrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par MEANS \par 78.72941176 67.25882353 \par \par A \par 74.95271455 \par \par B \par 9.532128321 \par \par ------ END MATRIX ----- \par } (GraphGraphT=(TitleGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesGraphPTS =300dddd "$ &))\ljB22-MAR-2000 05:52:24&( &(&(&(&)(r@300&(GRAPH /TITLE =' Prediction Intervals' /SCATTERPLOT(OVERLAY)=COL2 COL4 COL6 lit_fema WITH COL1 COL3 COL5 lit_male (PAIR) /MISSING=VARIABLEWISE . &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x ( Scatter of prediction intervals 'KGraph? 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"L@i, M@ʨaM@]3@%M@Y&F4M@n!rDM@#QUM@J4U4hM@BJY{M@"^wM@kDM@@])M@:%M@`4M@<ѬUN@ew#N@X??N@\N@j^E{N@,N@pѺN@%SCN@]~DN@Jbk!O@tEO@'YjO@dfO@<-O@&yO@FeP@o~PP@-a-P@sLBP@lXP@nP@wcƁP@StP@=P@c@cP@sYP@bџP@34Q@ -Q@'H=FQ@V _Q@1]yQ@J5NQ@@_(H|Q@ ^Q@{Q@VQ@((ZR@>Ȍ3R@fRNR@R]njR@R@=YɋR@$N˽R@'AR@PxR@r05S@$Sa.S@JS@XqgS@EztS@xޟS@aJS@kS@PS@o wT@5-T@nz JT@% =?fT@I\T@ \D@QO]@}M~0U@6cU@@/rU@JU@ U@!6-V@U_V@Fl8+V@4HNlV@\ WTV@E#W@<3TW@SmW@ W@W@-DX@m$>X@v݀kX@D4TX@&w_X@LB_KX@LBeY@~G)EY@GoY@Y@NAM{Y@n0TY@"l^zZ@,6Z@jÖ\Z@'Z@ Z@r Z@n9|CZ@y_ [@ FʲJ.[@\N[@+r=m[@[@6RRGY[@3 [@^ĜɄ[@$78[@J_\@jVV.\@nOF\@N]\@@ls\@(|#T\@=\@"\@h\@*]@7"2]@8ٝV:]@jܚ@]@v )E]@I]@~L]@I&N]@QO]@ElO]@IN]@( K]@6!%H]@&C]@=]@ D7]@NE/]@\&]@m`]@dS]@h{o7]@㚩 \@b\@*#|\@mH\@\@\@?@\@o~\@"ji\@-S\@(;\@ ʎ#\@{#-O \@1߱[@.CN[@(R[@T,[@i!~[@+Se_[@?[@T[@ A@Z@`@Z@ WZ@~:Z@ȵpZ@%VoKZ@ZJh%Z@֦Y@&lb.Y@nZŸY@mc+Y@̆g\Y@J@2Y@i]Y@^X@ ThX@H'X@)CVX@O5)X@\W@4=W@)tW@ca:mW@`a>W@ W@%V@jV@b zV@S"HV@ V@'}U@"[U@*}/U@Vd@7LU@UU@T@8:LT@q~T@.$KT@'t(YT@?(XS@ ǯS@E#{S@?or5HS@2zS@ hR@?R@|yR@'4yFR@b[OR@+]EUQ@w;Q@(S|{Q@\vеHQ@n>Q@pWP@'TцP@΁qP@i QP@X`!P@aO@o~(ӃO@-%O@rN@,=1lN@N@;:¶M@r]M@]ޑM@zcRuL@`uKYL@Q?L@2&5[K@-"`K@bXK@`eŽJ@*sJ@f 'J@؞mI@IUI@=OKI@l*#I@H@~H@%"=H@-G@,xG@Eu @G@a'7CKG@G@:%F@xJF@>޶uF@= EF@RPF@t-fE@KE@L(E@{|oE@$9RJE@t'E@*?pE@MD@D@`q]D@CfD@JЁsނD@hnD@r\D@*!MD@("?D@+c4D@f/*D@!#D@ iHAD@&D@\D@PVD@K46 D@1@t1&D@*2.D@9O 9D@]zED@TD@;zqdD@SwD@oAŒD@oQD@QU 1D@|$oD@; D@W3E@Ib:7E@aZE@DmYE@2VE@an%E@Q8]E@ 7u+F@ݍH[F@SF@+F@i_adF@ Ǒ,G@4MeG@,"cG@s8G@8HJSH@d[H@wv(H@H@H%I@wL(WlI@DkI@OdI@xIJ@-}J@h eJ@.Eb\4K@Cs`K@K@c+L@d6EPL@vL@ ?-M@RLM@H(M@ş:N@JxJN@UN@lPO@z^6O@WRP@#as7P@ ܶgP@lܘP@]vHP@mP@.Z-Q@Aj_Q@@Q@dQ@c&Q@;I*R@A+]R@$bSR@r9R@EsR@'^%,S@;^_S@S@-|S@Gb$ES@T/T@[bT@ab'WT@T@g@T@|M~0U@ fA@ P^@NfU@~U@B U@eCV@XNV@رMRV@~wV@q}V@q`31W@aMhW@>?XW@bCW@J X@CX@yX@zX@#JQX@X Y@(n!0IY@N {Y@^Y@BƦY@!1$&Z@z>Z@iJmZ@(? Z@0,Z@.|G;Z@:"[@ H M[@}7,w[@u0j[@c0[@ 2[@y\@" R=<\@E`\@TCk\@lB\@S\@(\@n]@> ']@nzwDD]@}`]@!|]@]@PSXx]@7Cf]@2]@dL4]@C^@y^@G,^@<=^@?feM^@>k [^@Pqi^@z_b+u^@~^@;dŐ^@~^@R|W!^@L ^@aJs^@0)^@J[^@ P^@5^@?^@£U^@a ^@p$Q}^@R^@nL^@с\^@ḿ1{^@䱫o^@x4c^@H{ydU^@R g?`F^@r{)6^@Ӥ$^@`fI+^@f'`h]@ƺ{]@tf]@X+]@qͣ]@ssP]@tx۴o]@ MlS]@027]@&eR]@ ;pa\@λyc\@k\\@^O\@u>9J@t\@hW3P\@`1-+\@Z .-1\@؋C[@H0>i[@i[@d[@KCN{9[@V[@QZ@yB(Z@loyZ@yXZ@"?")Z@%Y@EY@1ch@̖Y@CzTdY@ "q1Y@/ȀvtX@HNbqX@yڕX@@_`X@o+X@BiW@iS0W@W@3OW@5W@W]/V@&xV@ND@g7!D@(mC@ܽc4PC@RY$?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,, `d eSd>pAC)5h;>Q.0Gw?>)5?h;>Q.?Arialh;>Q.0Gw?>Arialh;>Q.?f-dd-dd ddd Prediction IntervalsGg d CAAd? ??0 20 40 60 80 100 120 140 h dA CAAd? ??20 40 60 80 100 120 140 6p dd (7Total Population50% P.I.95% P.I.99% P.I.SMEAN(LIT_MALE)SMEAN(LIT_FEMA) oddddddddddddddddddddk dd?PsKPsKPsKPsKPsK( Descriptives, DescriptivesiR(Title0 Descriptives"ArialPt{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Descriptives \par } -(Notes4 Descriptivesdddd "$&)HvujB22-MAR-2000 05:57:02&( &(C:\world.sav &(&(&(&)(@[@109&(3User defined missing values are treated as missing.&(All non-missing data are used.&(gDESCRIPTIVES VARIABLES=lifeexpf literacy lit_male lit_fema /SAVE /STATISTICS=MEAN STDDEV MIN MAX . &(Zscore: SMEAN(LIFEEXPF)&(Zscore: SMEAN(LITERACY)&(Zscore: SMEAN(LIT_MALE)&(Zscore: SMEAN(LIT_FEMA)&) J +? 0:00:00.05NotesDescriptives_NotesIKM t(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKMt(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM(Variables Created or ModifiedKM (ZLIFEEXPKM (ZLITERACKM (ZLIT_MALKM(ZLIT_FEMKMt( ResourcesKMt( Elapsed Timeos{ jiTKKKK}\KcLNKLc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x80:(Descriptive Statistics  Descriptivesdddd "$$&)(@[@109&)(E@43.0&)(T@82.0&)((,MQ@70.156&)(($%@10.572$&)(@[@109&)(2@18.0&)(Y@100.0&)((qp_S@78.336&)((]6@22.670$&)(@[@109&)(<@28.0&)(Y@100.0&)((S@78.729&)((w 2@18.031$&)(@[@109&)("@9.0&)(Y@100.0&)((P@67.259&)(((2M:9@25.229$&)(@[@109Descriptive Statistics(Descriptives_Table_DescriptiveStatisticsIKMt( StatisticsKMt(NKMt(MinimumKM t(MaximumKM t(MeanKMt(Std. Deviation048<@IKMt( VariablesKM(SMEAN(LIFEEXPF)KM(SMEAN(LITERACY)KM(SMEAN(LIT_MALE)KM(SMEAN(LIT_FEMA)KMt(Valid N (listwise)IMQUYK+KKKKaaDs(Descriptive Statistics((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x( Regressiony RegressionnW(Title} Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes Regressiondddd "$&){vjB22-MAR-2000 05:57:45&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE RESID ZRESID . &( 1988 bytes&(0 bytes&(Residual&( Std. Residual&) RQ? 0:00:00.38NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (RES_1 KM(ZRE_1    iTKKKK}\Kcx}KKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x5(Variables Entered/Removed + Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1FIKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(MethodOSWτф(0Dependent Variable: Average male life expectancy$(Variables Entered/Removedτф( All requested variables entered.6KAK5JRRKR^((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x/ӵ#( Model Summary ~ Regressiondddd "$$&$)($=?.344$&)(~ΐD?.118$&)(Zp?.084$&)((hTtմ2@18.71 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimateτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)τф(0Dependent Variable: Average male life expectancy$( Model SummaryKK5KKO\\((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xD;(ANOVA  Regressiondddd "$$$&)((H@4879.784&)((@ 36392.565&)((6' '@ 41272.349$$&)(@4&)(Z@104&)([@108$$&)((H@1219.946&)(("c,u@349.929$$&)(fxׁ @3.486$$&$)( ?.010ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(TotalIKMt(ModelKM)(?1!IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.*.26:τф(0Dependent Variable: Average male life expectancy$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)K WKKWK5%LK_KK_A((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xb( Coefficients b Regressiondddd "$$$&)((?YN@60.156&)((xlE6g@7.601&)((PĴ]-7.592&)((&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT r2 /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem . &( 2028 bytes&(0 bytes&) Zd;? 0:00:00.06NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKM t( Elapsed Time[_gkosw ViTKKKK}\Kcx}c(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x*۰P(Variables Entered/Removed  Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Methodτф(Dependent Variable: R2$(Variables Entered/Removedτф( All requested variables entered.ࡂKK5RRKR((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xy߮( Model Summary  Regressiondddd "$$&$)([O?.314$&)(-?.098$&)(6ÿ *M?.064$&)((?Ey\@843.5592 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?10IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate9=AEτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)T(.1K+K54KKO\\( Model Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xD(ANOVA h Regressiondddd "$$$&)((PT2^A 8072916.796&)((?8>A 74005583.555&)(( gA 82078500.351$$&)(@4&)(Z@104&)([@108$$&)((PT2>A 2018229.199&)((LP%A 711592.150$$&)(D=!@2.836$$&$)(&zl?.028ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(TotalIKMt(ModelKM)(?1IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.τф(Dependent Variable: R2$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)KWKKWK5LK_KK_((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xlխb( Coefficients  Regressiondddd "$$$&)((N#t@333.877&)((_Ss u-338.060&)((c'@800.445&)((@^-120.423&)((hu-337.316$$&)(gZ3T@80.798&)(_&d@164.248&)(Nm@238.957&)(DǓ,ns@310.886&)(;Qt@335.298$$&)(c9xؿ-.388&)(@a?.918&)(Ƭͷo-.138&)(@R|ؿ-.387$$&)(e@4.132&)(GzCw-2.058&)(iD @3.350&)(jcpiؿ-.387&)(ui-1.006$$&)(LX?.000&)({ꉥ?.042&)([%U=zR?.001&)(1[`?.699&)(ûP|E?.317 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)QUY]aIKMt(ModelKM)(?1jIKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. ErrorKMt(Standardized CoefficientsKMt(BetaKMt(tKMt(Sig.w{τф(Dependent Variable: R2$( CoefficientsKLOeK5nKKKKKH((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x%Bz4( SPSS TextY"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 bp = (8072917/2)/(36392/109)^2 = 36 \par \par \par Chisq(.95,4) =9.49 \par } (ExploreExplore(TitleExplore"ArialPo{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Explore \par }  (NotesExploreRdddd "$ &) ׫jB22-MAR-2000 06:04:37&( &(C:\world.sav &(&(&(&)(@[@109&(KUser-defined missing values for dependent variables are treated as missing.&(_Statistics are based on cases with no missing values for any dependent variable or factor used.&(EXAMINE VARIABLES=zre_1 /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUP /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL. &) }?5^I? 0:00:00.22Notes Explore_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time  (   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x٫_(Case Processing Summary GExploredddd "$$$&)(@[@109&)(Y@100.0%$&)(0&)(.0%$&)(@[@109&)(Y@100.0%Case Processing Summary#Explore_Table_CaseProcessingSummaryIKM t( StatisticsKM t(NKM t(PercentkoIKM t(CasesKM t(ValidKM t(MissingKM# t(Totalx|IKM t(Dependent VariablesKM(Standardized ResidualKfKK?sKKK@(Case Processing Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xK=W( Descriptives Exploredddd "$$$ &)((w z< 3.951987E-16&)((ǿ -.1863087&)((5?.1863087&)((J̸? 9.687750E-02&)((okr?.1753839&)((%?.963&)((spf?.9813068&) h{?նh -3.30113&) Tpw~@2.43675&) ="@5.73788&)((fr?.2666641&)(jD@U-2.115&)(솭&@5.038$ &)((uFt? 9.399214E-02&)(\jm?.231&)(p `?.459 DescriptivesExplore_Table_DescriptivesIKM t( Statistics KM t(MeanKM t( 95% Confidence Interval for MeanKM t( Lower BoundKM t( Upper BoundKM t(5% Trimmed MeanKM t(MedianKM t(VarianceKM t(Std. 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PnпOI M:INů'?G*j3ҿOI N8:IO0?Q֖pӿOI O:IPO ?IWBӿOI Pf:IQciY?Fy6ԿOI Q+:IRa,?|z ֿOI R:ISoGݼ^?tBDT׿OI S<:ITz`?ҏj0ٿOI TK:IU eۄ4?v&<ٿOI Ud:IVGU?&WtLٿOI VN:IWW$V?pڹrۿOI W:IXt~?Ļ ܿOI X7:IY~a?+bkxٿOI Y:IZ0c6?9,y_TֿOI Z:I[ .qg!?9LP׿OI [`:I\[?%F׿OI \:I]&J? >ٿOI ]S:I^#ClOI i1:Ij$\.y? ,BrOI j:Ikd5z3?e7~1OI k:Il'֐?ϡN̊OI lg:ImTpw~@ ?OI mmIb m T(BoxplotUExplore?Boxplot)0u JJJ JJTJJBoxplot&J<J2JJ:J0ǃ?ճ)пa,?.O?okr?J@[@JStandardized ResiduaJTpw~@109OJ mJ'֐?103OJ gJd5z3?14OJ J$\.y?7OJ Jo] -?49OJ 1J:_?57OJ 9J'{٬?70OJ FJ'{٬?93OJ ]JK'pi?101OJ eJpu^?11OJ  Jpu^?42OJ *J<񰧩?94OJ ^J}?.?74OJ JJh{?նh 9OJ  J[u032OJ  J\,13OJ  J}?21OJ JQ\I$Y5OJ JQ\I$Y30OJ Jnڜ/54OJ 6J"1k51OJ 3J45OJ -Jɨ+1OJ Jb (MatrixMatrix2(TitleMatrix"ArialPn{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Matrix \par } (NotesMatrix J=MAKE(dddd "$ &)pjB22-MAR-2000 06:08:19&( &(C:\world.sav &(&(&(&)(@[@109&(MATRIX. GET W/VARIABLES = all/FILE=*/missing=omit. COMPUTE NC = NCOL(W). COMPUTE NR =NROW(W). COMPUTE X=MAKE(NR,1,0). COMPUTE BIGX =MAKE(NR,NC,1). LOOP II = 1 TO NR. COMPUTE X(II,1)=W(II,1). LOOP JJ = 1 TO NC-1. COMPUTE BIGX(II,JJ+1)=W(II,JJ+1). END LOOP. END LOOP. * PRINT BIGX. COMPUTE NL =60. COMPUTE LAMDA1=MAKE(NL,1,0). PRINT NC. PRINT NR. COMPUTE J=MAKE(NR,1,1). COMPUTE A = LN(X). COMPUTE MEANS =T(J)*A/NR. *PRINT MEANS. COMPUTE B=MAKE(NR,NL,0). * PRINT MEANS. COMPUTE MEANS =EXP(MEANS). *PRINT MEANS. COMPUTE LAM = -3.1. LOOP I = 1 TO NL . COMPUTE LAM = LAM +.1. COMPUTE LAMDA1(I,1) =LAM. *PRINT LAM. DO IF ABS (LAM) >.001. COMPUTE A1 = X&**LAM -1. *PRINT A1. COMPUTE A2 =(T(LAM*(MEANS)&**(LAM-1))). * PRINT A2. COMPUTE Y= A1*INV(A2). * PRINT Y. ELSE. COMPUTE Y = kroneker(means,LN(X)). END IF. LOOP JJ = 1 TO NR. COMPUTE B(JJ,I)=Y(JJ,1). END LOOP. END LOOP. * PRINT B . COMPUTE BETA = INV(T(BIGX)*BIGX)*T(BIGX)*B. COMPUTE SS = T(B-BIGX*BETA)*(B-BIGX*BETA)/NR. COMPUTE RMS =DIAG(SS). * PRINT RMS. * PRINT LAMDA1. COMPUTE ANS=MAKE(NL,2,0). LOOP I = 1 TO NL. COMPUTE ANS(I,1) = LAMDA1(I,1). COMPUTE ANS(I,2)= sqrt(RMS(I,1)). END LOOP. * PRINT ANS. save ANS /outfile=*. END MATRIX. &) 1Zd@ 0:00:02.30Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time  #'/7   iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x1( Text OutputVMatrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par NC \par 5 \par \par NR \par 109 \par \'0c \par \par \par \par ------ END MATRIX ----- \par } (GraphZGraph(Title^Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesbGraphdddd "$ &)jB22-MAR-2000 06:08:22&( &(&(&(&)(N@60&(_GRAPH /SCATTERPLOT(BIVAR)=lambda WITH rmse /MISSING=LISTWISE /TITLE= 'RMSE VERSUS LAMBDA'. &) Zd;? 0:00:00.06Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time    iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xf֠ F(Scatter of rmse versus lambda VGraph?Scatter of rmse versus lambda 0uKK KKTKKScatter of rmse versus lambda &KnKRMSE VERSUS LAMBDA0KLAMBDA0K RMSEK <K<2KK:KYO{@OK :K333333Z-@OK 11:K2qfffff?%v|--@OK 22:K3@Hd,@OK 33:K4@,@OK 44:K5@vŎ{,@OK 55:K6lfffff@xeJq,@OK 66:K7933333@ѰBv,@OK 77:K8@22C,@OK 88:K9@eˋ,@OK 99:K:@Vd$U,@OK :::K;mfffff@rSjg-@OK ;;:K<:33333@?F'IX-@OK <<Kb <( Regression Regression$ (Title Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes Regressiondddd "$&)33ŏjB22-MAR-2000 06:11:04&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT newy /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE COOK LEVER RESID ZRESID SDBETA SDFIT . &( 1924 bytes&(0 bytes&(Residual&( Std. Residual&(Cook's Distance&(Centered Leverage Value&(Standardized DFFIT&("Standardized DFBETA for (Constant)&( Standardized DFBETA for ZLIFEEXP&( Standardized DFBETA for ZLITERAC&( Standardized DFBETA for ZLIT_MAL&( Standardized DFBETA for ZLIT_FEM&) &1? 0:00:00.05NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or Modified KM (RES_1 KM(ZRE_1 KM(COO_1 KM(LEV_1 KM(SDF_1 KM(SDB0_1 KM(SDB1_1 KM(SDB2_1 KM(SDB3_1 KM(SDB4_1 CGOSW[_gkow  >iTKKKK}\Kcx}KKKKKKKKKKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xP(Variables Entered/Removed  Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Methodτф(Dependent Variable: NEWYs|$(Variables Entered/Removedτф( All requested variables entered.KK5RRKR((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xٜ( Model Summary % Regressiondddd "$$&$)(T!ZO?.458$&)(B$R?.210$&)(qlt?.179$&)((M"-@ 5614.6786 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1DIKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the EstimateMQUYτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)0τф(Dependent Variable: NEWY $( Model SummaryK?K5HKKO\\c((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x)D(ANOVA  Regressiondddd "$$$&)((H7.A 870166620.432&)((*x_[mA3278559995.755&)((kA4148726616.187$$&)(@4&)(Z@104&)([@108$$&)((H7.A 217541655.108&)((p4up~A 31524615.344$$&)(RN@6.901$$&$)(@&?.000ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(TotalIKMt(ModelKM)(?1IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.τф(Dependent Variable: NEWY:Apr$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)KWKKWK5LK_KK_((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xϛb( Coefficients  Regressiondddd "$$$&)((e'T@ 14146.657&)((;Ju#@2193.770&)((~ Ҡ~-490.051&)((^J@1955.180&)((<-592.707$$&)(2O΀@537.789&)(n@1093.222&)( ٘@1590.485&)(+zy*@2069.237&)(Jqo@2231.721$$&)(=*?.354&)(T=-.079&)(gȹu0?.315&)(S5{-.096$$&)(7(#N:@26.305&)( ͟, @2.007&)(̮ͫ%ӿ-.308&)( ]sЀ@538.0305&)((h?@ 4415.4063&)((`X -16739.5371&)( -2.981&)(@$,-3.022&)((f -17193.6035&)(/ -3.148&)(Q3M?.001&)(@>.000&)(M>.000$ &)((>@ 17516.9766&)(`k?1.187&)((@@ 2639.8052&)((`S@ 17345.3027&)((@c@ 21902.2383&)(`5@3.901&)(D@4.317&)((@2@ 26827.9570&)(C@4.742&)(6@22.883&)(?.838&)(?.212$ &)((e'T@ 14146.6575&)(\.000&)((>`N@ 1148.5765&)((| Κ@ 14089.2094&)((DA -9.2118E-12&)(*Vgb޼.000&)(Zs?.005&)((?;ZYL@57.4480&)(Wcp`?.002&)(lش@3.963&)(Cl?.016&)(,Mɢ?.037$ &)((ms-@ 2838.5028&)(?1.000&)((%]v@357.8125&)(({”@ 2959.9132&)((p׸@ 5509.7220&)(spf?.981&)(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT r2 /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE COOK LEVER RESID ZRESID SDBETA SDFIT . &( 2148 bytes&(0 bytes&(Residual&( Std. Residual&(Cook's Distance&(Centered Leverage Value&(Standardized DFFIT&("Standardized DFBETA for (Constant)&( Standardized DFBETA for ZLIFEEXP&( Standardized DFBETA for ZLITERAC&( Standardized DFBETA for ZLIT_MAL&( Standardized DFBETA for ZLIT_FEM&) Cl? 0:00:00.28NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or Modified KM (RES_2 KM(ZRE_2 KM(COO_2 KM(LEV_2 KM(SDF_2 KM(SDB0_2 KM(SDB1_2 KM(SDB2_2 KM(SDB3_2 KM(SDB4_2  !! !   iTKKKK}\Kcx}KKKKKKKKKKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xK BP(Variables Entered/Removed )! Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1D!IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(MethodM!Q!U!τф(Dependent Variable: R2tera$(Variables Entered/Removedτф( All requested variables entered.4!K?!K5H!RRKR\!((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x-!0( Model Summary |! Regression>K?dddd "$$&$)(>eI|v?.398$&)(lB?.158$&)(M?.126$&)((K_,A 73534214.3431 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1!IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate!!!!τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)}!τф(Dependent Variable: R2($( Model SummaryK!K5!KKO\\!((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x!DH(ANOVA ! Regressiondddd "$$$&)((AH{wC105755583241518700.000&)((}7C562357190621349000.000&)((W:C668112773862868000.000$$&)(@4&)(Z@104&)([@108$$&)((AH{WC26438895810379680.000&)((`53C5407280679051430.000$$&)( m؎@4.889$$&$)(F[jS?.001ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(Total"""IKMt(ModelKM)(?1"IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.(","0"4"8"τф(Dependent Variable: R2$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)r:De"K "WKKW"K5#"LK_KK_?"((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x!&b( Coefficients `" Regressiondddd "$$$&)((l#Ad|A 30078532.071&)((251z -53435413.024&)((zB۔A 87478434.925&)((rq.A 997561.039&)((@"N| -38767044.372$$&)(s9ZA 7043300.336&)(ӰOkA 14317694.842&)(.sA 20830232.886&)(YKyA 27100349.037&)(@t{A 29228359.296$$&)(%1J-.679&)(R?1.112&)(\Zv?.013&)(߿-.493$$&)(W@4.271&)(fc -3.732&)(]"Ia@4.200&)()آ?.037&)(#8-1.326$$&)(i?.000&)(*ON4?.000&)(Ÿ ?.000&)(Jn?.971&)(^_af:?.188 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)"""""IKMt(ModelKM)(?1"IKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. ErrorKMt(Standardized CoefficientsKMt(BetaKMt(tKMt(Sig."""""τф(Dependent Variable: R2$( CoefficientsK"O"K5"KKKKKH#((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xd"˓;;(Casewise Diagnostics # Regressiondddd "$$&)(% @3.504&)(C%1@3.024&)(5Tw@4.617$&)A2.80E+08&)vA2.42E+08&)+Ƙ×A4.80E+08Casewise Diagnostics$Regression_Table_CasewiseDiagnosticsIKMt( Case NumberKM)("@9KM)(*@13KM)(@[@109A#E#I#IKMt( StatisticsKMt( Std. ResidualKM(R2R#V#τф(Dependent Variable: R2$(Casewise DiagnosticsK<#KKKdM#`K`]#((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x##]Α(Residuals Statistics z# Regressiondddd "$$ &)((@)s-34497832.0000&)(`U-2.064&)((PZA 7046467.0000&)((ف-37436720.0000&)((@幖-95320400.0000&)(-1.296&)(-1.469&)((`,-122370648.0000&)(@-1.477&)(Q3M?.001&)(k>.000&)(M>.000$ &)((A140234832.0000&)( h) @3.520&)((T|A 34572948.0000&)((2A129862832.0000&)((@;A339473216.0000&)(Tw@4.617&)(@o@5.109&)((ȸA415819264.0000&)(P@5.875&)(6@22.883&)(`?1.174&)(?.212$ &)((l#Ad|A 30078532.0711&)(]8.000&)((1 lA 15042655.1751&)((|^j O|A 29683878.6627&)((A., -3.2810E-09&)(A..000&)(ztd?.003&)((CuA 394653.4085&)(ב?.017&)(lش@3.963&)(A"ɒ?.018&)(,Mɢ?.037$ &)((T a}A 31292464.9612&)(?1.000&)((dK[QA 4686191.9421&)((۟}A 31013743.7265&)((o]F4A 72159621.8412&)(spf?.981&)(5@3V?1.021&)((%jA 78343980.3542&)()j(B?1.079&)(o7J @3.614&)(U{?.114&)(aWc[!?.033$ &)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109Residuals Statistics$Regression_Table_ResidualsStatisticsIKMt(Type KMt(Predicted ValueKMt(Std. Predicted ValueKMt(!Standard Error of Predicted ValueKMt(Adjusted Predicted ValueKMt(ResidualKMt( Std. ResidualKMt(Stud. ResidualKMt(Deleted ResidualKMt(Stud. Deleted ResidualKM t(Mahal. DistanceKM t(Cook's DistanceKM t(Centered Leverage Value A$E$I$M$Q$U$Y$]$a$e$i$m$  IKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. DeviationKMt(Nv$z$~$$$τф(Dependent Variable: R2$(Residuals StatisticsK<$ mwK`gwoqq$KKKaKa$((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x~#( SPSS Text$["Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 bp = ((1.06E+17)/2)/((3.26E+09)/109)**2 = 59 \par } (Matrix$Matrix(Notes$Matrix J=MAKE(dddd "$ &)£jB22-MAR-2000 06:16:20&( &(C:\world95_1.sav &(&(&(&)(@[@109&(MATRIX. GET W/VARIABLES = all/FILE=*/missing=omit. COMPUTE NC = NCOL(W). COMPUTE NR =NROW(W). COMPUTE X=MAKE(NR,1,0). COMPUTE BIGX =MAKE(NR,NC,1). LOOP II = 1 TO NR. COMPUTE X(II,1)=W(II,1). LOOP JJ = 1 TO NC-1. COMPUTE BIGX(II,JJ+1)=W(II,JJ+1). END LOOP. END LOOP. * PRINT BIGX. COMPUTE NL =60. COMPUTE LAMDA1=MAKE(NL,1,0). PRINT NC. PRINT NR. COMPUTE J=MAKE(NR,1,1). COMPUTE A = LN(X). COMPUTE MEANS =T(J)*A/NR. *PRINT MEANS. COMPUTE B=MAKE(NR,NL,0). * PRINT MEANS. COMPUTE MEANS =EXP(MEANS). *PRINT MEANS. COMPUTE LAM = -3.1. LOOP I = 1 TO NL . COMPUTE LAM = LAM +.1. COMPUTE LAMDA1(I,1) =LAM. *PRINT LAM. DO IF ABS (LAM) >.001. COMPUTE A1 = X&**LAM -1. *PRINT A1. COMPUTE A2 =(T(LAM*(MEANS)&**(LAM-1))). * PRINT A2. COMPUTE Y= A1*INV(A2). * PRINT Y. ELSE. COMPUTE Y = kroneker(means,LN(X)). END IF. LOOP JJ = 1 TO NR. COMPUTE B(JJ,I)=Y(JJ,1). END LOOP. END LOOP. * PRINT B . COMPUTE BETA = INV(T(BIGX)*BIGX)*T(BIGX)*B. COMPUTE SS = T(B-BIGX*BETA)*(B-BIGX*BETA)/NR. COMPUTE RMS =DIAG(SS). * PRINT RMS. * PRINT LAMDA1. COMPUTE ANS=MAKE(NL,2,0). LOOP I = 1 TO NL. COMPUTE ANS(I,1) = LAMDA1(I,1). COMPUTE ANS(I,2)= sqrt(RMS(I,1)). END LOOP. * PRINT ANS. save ANS /outfile=*. END MATRIX. &) `"? 0:00:01.81Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time $$$$$$$%%%%%  $ iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x$(Graph7%Graph(Notes;%GraphRdddd "$ &)jB22-MAR-2000 06:16:22&( &(&(&(&)(N@60&(_GRAPH /SCATTERPLOT(BIVAR)=lambda WITH rmse /MISSING=LISTWISE /TITLE= 'RMSE VERSUS LAMBDA'. &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time a%e%m%q%u%y%}%%%%%%  \% iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x?%( Regression% Regressionyb(Title% Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes% Regressiondddd "$&)q=`jB22-MAR-2000 06:24:44&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT newy /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE PRED COOK LEVER RESID ZRESID SDBETA SDFIT . &( 1924 bytes&(0 bytes&(Predicted Value&(Residual&( Std. Residual&(Cook's Distance&(Centered Leverage Value&(Standardized DFFIT&("Standardized DFBETA for (Constant)&( Standardized DFBETA for ZLIFEEXP&( Standardized DFBETA for ZLITERAC&( Standardized DFBETA for ZLIT_MAL&( Standardized DFBETA for ZLIT_FEM&) Cl? 0:00:00.11NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or Modified KM (PRE_1 KM(RES_1 KM(ZRE_1 KM(COO_1 KM(LEV_1 KM(SDF_1 KM(SDB0_1 KM(SDB1_1 KM(SDB2_1 KM(SDB3_1 KM(SDB4_1 &&&&*&.&2&6&>&B&F&N&V&Z&^&f&j&n&r&v&z&~&&&&&  &iTKKKK}\Kcx}KKKKKKKKKKKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x%@P(Variables Entered/Removed & Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1&IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Method&&&τф(Dependent Variable: NEWY$(Variables Entered/Removedτф( All requested variables entered.t8&K&K5&RRKR&((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x&ޏ.( Model Summary ' Regression|dddd "$$&$)(T!ZO?.458$&)(B$R?.210$&)(qlt?.179$&)((M"-@ 5614.6786 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1'IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate(','0'4'τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)( 'τф(Dependent Variable: NEWY$( Model SummaryK'K5#'KKO\\>'((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x' DF(ANOVA [' Regressiondddd "$$$&)((H7.A 870166620.432&)((*x_[mA3278559995.755&)((kA4148726616.187$$&)(@4&)(Z@104&)([@108$$&)((H7.A 217541655.108&)((p4up~A 31524615.344$$&)(RN@6.901$$&$)(@&?.000ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(Total'''IKMt(ModelKM)(?1'IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.'''''τф(Dependent Variable: NEWY$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)'K'WKKW'K5'LK_KK_'((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x_'$b( Coefficients ' Regressiondddd "$$$&)((e'T@ 14146.657&)((;Ju#@2193.770&)((~ Ҡ~-490.051&)((^J@1955.180&)((<-592.707$$&)(2O΀@537.789&)(n@1093.222&)( ٘@1590.485&)(+zy*@2069.237&)(Jqo@2231.721$$&)(=*?.354&)(T=-.079&)(gȹu0?.315&)(S5{-.096$$&)(7(#N:@26.305&)( ͟, @2.007&)(̮ͫ%ӿ-.308&)( ]sЀ@538.0305&)((h?@ 4415.4063&)((`X -16739.5371&)( -2.981&)(@$,-3.022&)((f -17193.6035&)(/ -3.148&)(Q3M?.001&)(@>.000&)(M>.000$ &)((>@ 17516.9766&)(`k?1.187&)((@@ 2639.8052&)((`S@ 17345.3027&)((@c@ 21902.2383&)(`5@3.901&)(D@4.317&)((@2@ 26827.9570&)(C@4.742&)(6@22.883&)(?.838&)(?.212$ &)((e'T@ 14146.6575&)(\.000&)((>`N@ 1148.5765&)((| Κ@ 14089.2094&)((DA -9.2118E-12&)(*Vgb޼.000&)(Zs?.005&)((?;ZYL@57.4480&)(Wcp`?.002&)(lش@3.963&)(Cl?.016&)(,Mɢ?.037$ &)((ms-@ 2838.5028&)(?1.000&)((%]v@357.8125&)(({”@ 2959.9132&)((p׸@ 5509.7220&)(spf?.981&)(&(&(&)(@[@109&(KUser-defined missing values for dependent variables are treated as missing.&(_Statistics are based on cases with no missing values for any dependent variable or factor used.&(EXAMINE VARIABLES=res_1 /PLOT BOXPLOT NPPLOT /COMPARE GROUP /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL. &) }?5^I? 0:00:00.22Notes Explore_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time Q*U*]*a*e*i*m*u*y*}***  L* iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x&*(Case Processing Summary *Explore  dddd "$$$&)(@[@109&)(Y@100.0%$&)(0&)(.0%$&)(@[@109&)(Y@100.0%Case Processing Summary#Explore_Table_CaseProcessingSummaryIKM t( StatisticsKM t(NKM t(Percent**IKM t(CasesKM t(ValidKM t(MissingKM# t(Total***IKM t(Dependent VariablesKM(Unstandardized Residual*K*KK?*KKK@*(Case Processing Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x*g( Descriptives +Exploredddd "$$$ &)((p=-8.9781312E-12&)((bz(AX -1046.0636310&)((z(AX@ 1046.0636310&)((kt}s@ 313.5932550&)((P捝@ 691.6942882&)((oT\OM :M &h3m6ӿOM ,2:M-WIH@u99ѿOM -B:M.NXX@YK6пOM .:M/h˺ZZ@olͿOM /E:M0r6`@k{"pʿOM 0:M1ڼ/v@?5wǿOM 1$:M2|/ߑv@8#GĿOM 2Q:M3Uw@o(BOM 3V:M4? x@soX?;OM 4:M5)M}@ ]OM 5_:M6 ؑ~@OM 6,:M7M)@l]WOM 7):M8(ʂ@T!VOM 8":M9P捝@OM 9>:M:PΞF@,!V?OM :L:M;SK!@l]W?OM ;C:M<`[ѻ@?OM <Z:M=1@ ]?OM =H:M>М48@ioX?;?OM >.:M?0k<@o(B?OM ?:M@BU@8#G?OM @W:MA0y@?5w?OM A:MBh:ޑ@f{"p?OM Bc:MCxOgl@ ol?OM CK:MDu ~˒@YK6?OM D5:MEfs@w99?OM E:MF~PmN@0>?OM F:MGL@eFV?OM PS:MQ7x@Muz?OM Q:MRPnP@f^X?OM RY:MS2Y@po:?OM Sf:MT(M@}] ?OM T\:MUH@L˃+ ?OM U8:MV8nƤ@8A?OM V:MW(^b@ O%u?OM W:MX|<C@'a:?OM XN:MY\C7sG@Ѩn?OM Y%:MZGQߡ@5:?OM Z/:M[wI%@*R?OM [+:M\<1@.e<?OM \`:M]lџ. @p0?OM ]d:M^ @_KY?OM ^:M_`p ҫ@j+F?OM _G:M`:9@{?OM `<:Ma˟L_@C?U䁌?OM a&:Mb܀Aq@MJW?OM b*:Mc܀Aq@MJW?OM c :Mdt=R@:?OM dJ:MeXt{{@3m6!*s?ON :N &h)*p?ON a:N z۶+E"?ON U:N `3E:[5?ON ':N|gLRzw?ON :Nxoyӏ=?ON :N]go` ?ON =:N<+wc*zv?ON T:Nok m?ON  :N0X߽T?ON h:Nnq-,s?ON :N02- ?ON I:NKq,JӑG?ON  :Nrsݼϱ?ON (:NDC?ON :N(te=%_Kb?ON :NT4֒vƾ?ON l:NVv?ON j:N0ɞXz?ON b:N 2f?ON O:Np5zЂCi?ON #:N 0abC$:ҕ?ON 0:N! h̫ ֛v?ON !X:N"OA:~d1?ON "[:N#44MzL ;l?ON #:N$o9wz;?ON $?:N%쮩w2W٠?ON %P:N&YFhwKu#?ON &A:N'깊`u:k`?ON '@:N(@XN_Wc?ON (:N)aejXGHw?ON )!:N*tWԹ &?ON *2:N+WIH@J?ON +B:N,NXX@余pX?ON ,:N-h˺ZZ@&N]2?ON -E:N.r6`@% ?ON .:N/ڼ/v@SV?ON /$:N0|/ߑv@[ۍ?ON 0Q:N1Uw@<ƶ\p?ON 1V:N2? x@@3ӌ?ON 2:N3)M}@[?ON 3_:N4 ؑ~@/Gh0?ON 4,:N5M)@hF?ON 5):N6(ʂ@%e?ON 6":N7P捝@qʔ?ON 7>:N8PΞF@o"{?ON 8L:N9SK!@%So5?ON 9C:N:`[ѻ@VOA&;?ON :Z:N;1@.B ?ON ;H:N<М48@In?ON <.:N=0k<@$,?ON =:N>BU@Pŗ?ON >W:N?0y@_vE?ON ?:N@h:ޑ@?OP?ON @c:NAxOgl@%.ON AK:NBu ~˒@tHON B5:NCfs@+v5ON C:ND~PmN@k*LON D:NEL@9ޮÿON NS:NO7x@ڸ"¿ON O:NPPnP@X,ƿON PY:NQ2Y@ܣ*ȿON Qf:NR(M@6텭UʿON R\:NSH@A~Q`ͿON S8:NT8nƤ@Y#οON T:NU(^b@LyпON U:NV|<C@ۆпON VN:NW\C7sG@[ 3ѿON W%:NXGQߡ@ҿON X/:NYwI%@ÖË$ԿON Y+:NZ<1@(6sԿON Z`:N[lџ. @,cw"׿ON [d:N\ @VzؿON \:N]`p ҫ@9ª[׿ON ]G:N^:9@(-ٿON ^<:N_˟L_@yH#ڿON _&:N`܀Aq@y(y޿ON `*:Na܀Aq@y(y޿ON a :Nbt=R@h+\ON bJ:NcXt{{@NF#ON c7:NdxnN@:zON de:NeK=& @ʼnON e^:NfTٱ@~W ON f:Ng M@HHTON g]:Nh M@HHTON hF:Nix@XON i9:Nj<0bW@P@HON j1:Nk,@l+ ON k:Nlp"{@(9pQ?ON lg:NmנEc@=$?ON mmNb mV ơ(Boxplot%,iExplore?Boxplott0u OOO OOTOOBoxplot&O<O2OO:O0,@&h(M@VP捝@O@[@OUnstandardized ResidOנEc@109OO mOp"{@103OO gO?gX9OO  OK |(21OO O: ah13OO  O*+[C5OO O*+[C30OO O)h54OO 6Oe&Rנ32OO  OnZhR51OO 3O UQ5G45OO -OAgH>1OO Ob ( Regression*, Regression(Title., Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes2, Regressionnes5$$dddd "$&)RjB22-MAR-2000 06:29:55&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE PRED . &( 2188 bytes&(0 bytes&(Predicted Value&) "~j? 0:00:00.11NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (PRE_2 j,n,v,z,~,,,,,,,,,,,  e,iTKKKK}\Kcx}Kc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x6,k+(Variables Entered/Removed , Regression /NOORIdddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1,IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Method,,-τф(0Dependent Variable: Average male life expectancy$(Variables Entered/Removedτф( All requested variables entered.ON ,K,K5,RRKR-((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x, Y( Model Summary (- Regressiondddd "$$&$)($=?.344$&)(~ΐD?.118$&)(Zp?.084$&)((hTtմ2@18.71 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1G-IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the EstimateP-T-X-\-τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)3-τф(0Dependent Variable: Average male life expectancy$( Model SummaryKB-K5K-KKO\\f-((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x,-7Dq(ANOVA - Regressiondddd "$$$&)((H@4879.784&)((@ 36392.565&)((6' '@ 41272.349$$&)(@4&)(Z@104&)([@108$$&)((H@1219.946&)(("c,u@349.929$$&)(fxׁ @3.486$$&$)( ?.010ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(Total---IKMt(ModelKM)(?1-IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.-----τф(0Dependent Variable: Average male life expectancy$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)-K-WKKW-K5-LK_KK_-((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x-Ob( Coefficients . Regressiondddd "$$$&)((?YN@60.156&)((xlE6g@7.601&)((PĴ]-7.592&)((&(&(&)(@[@109&(3User defined missing values are treated as missing.&(All non-missing data are used.&(MDESCRIPTIVES VARIABLES=predms1 predms2 /STATISTICS=MEAN STDDEV MIN MAX . &) ? 0:00:00.05NotesDescriptives_NotesIKM t(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKMt(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time /0 00000#0'0+030;0  / iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x/,#(Descriptive Statistics Z0 DescriptivesPx x|dddd "$$&)(@[@109&)(=?.03&)( ʩʭ@3813.33&)((N#t@333.8767&)((n,>@871.7718$&)(@[@109&)(Vj?.01&)(]:1@4055.88&)((Y\=u@348.9898&)((TF H@ 1010.4102$&)(@[@109Descriptive Statistics(Descriptives_Table_DescriptiveStatisticsIKMt( StatisticsKMt(NKMt(MinimumKM t(MaximumKM t(MeanKMt(Std. Deviation00000IKMt( VariablesKM(PREDMS1KM(PREDMS2KMt(Valid N (listwise)000K0KKKKaa0OOss(Descriptive Statistics((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x^0( Regression0 Regression~(Title0 Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes0 Regression@P@dddd "$&)EjB22-MAR-2000 06:32:08&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE COOK LEVER ZRESID SDBETA SDFIT . &( 1908 bytes&(0 bytes&( Std. Residual&(Cook's Distance&(Centered Leverage Value&(Standardized DFFIT&("Standardized DFBETA for (Constant)&( Standardized DFBETA for ZLIFEEXP&( Standardized DFBETA for ZLITERAC&( Standardized DFBETA for ZLIT_MAL&( Standardized DFBETA for ZLIT_FEM&) (\? 0:00:00.17NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or Modified KM (ZRE_1 KM(COO_1 KM(LEV_1 KM(SDF_1 KM(SDB0_1 KM(SDB1_1 KM(SDB2_1 KM(SDB3_1 KM(SDB4_1 %1)1115191=1A1I1M1Q1Y1a1e1i1q1u1y1}111111   1iTKKKK}\Kcx}KKKKKKKKKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x0\(Variables Entered/Removed 1 Regression<dddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?11IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Method111τф(0Dependent Variable: Average male life expectancy$(Variables Entered/Removedτф( All requested variables entered.&1K1K51RRKR1((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x1J( Model Summary 2 Regressionxu?Adddd "$$&$)($=?.344$&)(~ΐD?.118$&)(Zp?.084$&)((hTtմ2@18.71 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1"2IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate+2/23272τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)2τф(0Dependent Variable: Average male life expectancy SME$( Model SummaryK2K5&2KKO\\A2((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x2(Db(ANOVA ^2 Regressiondddd "$$$&)((H@4879.784&)((@ 36392.565&)((6' '@ 41272.349$$&)(@4&)(Z@104&)([@108$$&)((H@1219.946&)(("c,u@349.929$$&)(fxׁ @3.486$$&$)( ?.010ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(Total222IKMt(ModelKM)(?12IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.22222τф(0Dependent Variable: Average male life expectancy҇$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)@T2K2WKKW2K52LK_KK_2((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xb2@b( Coefficients 2 Regressiondddd "$$$&)((?YN@60.156&)((xlE6g@7.601&)((PĴ]-7.592&)((.000&)(M>.000$ &)((عQ@70.90&)(L?1.599&)((` !@8.80&)((lQ@70.26&)((F@45.58&)(w~@2.437&)(3@2.697&)((K@55.83&)(|C@2.783&)(6@22.883&)(?.327&)(?.212$ &)((;YN@60.16&)(R1:#ü.000&)((c,;@3.83&)((ͺgN@60.01&)((w z<6.32E-15&)(d lO<.000&)(676m?.004&)((;G3Z?.14&)(N{-.007&)(lش@3.963&)(1%F+0?.012&)(,Mɢ?.037$ &)((H*@6.72&)(?1.000&)((q L?1.19&)((Ȑs@7.11&)((]BP[2@18.36&)(spf?.981&)(/"?1.008&)((O8h3@19.41&)(K?1.043&)(o7J @3.614&)(E?.038&)(aWc[!?.033$ &)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109&)(@[@109Residuals Statistics$Regression_Table_ResidualsStatisticsIKMt(Type KMt(Predicted ValueKMt(Std. Predicted ValueKMt(!Standard Error of Predicted ValueKMt(Adjusted Predicted ValueKMt(ResidualKMt( Std. ResidualKMt(Stud. ResidualKMt(Deleted ResidualKMt(Stud. Deleted ResidualKM t(Mahal. DistanceKM t(Cook's DistanceKM t(Centered Leverage Value 444444444444  IKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. DeviationKMt(N5 5555τф(0Dependent Variable: Average male life expectancy҇$(Residuals StatisticsK4 mwK`gwoq5KKKaKa5((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x4(Graph;5Graph(Notes?5Graphdddd "$ &)jB22-MAR-2000 06:32:55&( &(C:\world.sav &(&(&(&)(@[@109&(FGRAPH /SCATTERPLOT(BIVAR)=zlifeexp WITH zre_1 /MISSING=LISTWISE . &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time h5l5t5x5|55555555  c5 iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xC5(Graph5Graph(Notes5Graph?OQdddd "$ &)ffjB22-MAR-2000 06:33:35&( &(C:\world.sav &(&(&(&)(@[@109&(@GRAPH /SCATTERPLOT(BIVAR)=id WITH zre_1 /MISSING=LISTWISE . &) )\(? 0:00:00.11Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time 555666 6666$6,6  5 iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x5(GraphK6GraphڐÐ(TitleO6Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesS6Graphdddd "$ &)jB22-MAR-2000 06:33:54&( &(C:\world.sav &(&(&(&)(@[@109&(@GRAPH /SCATTERPLOT(BIVAR)=id WITH zre_1 /MISSING=LISTWISE . &) ? 0:00:00.05Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time |666666666666  w6 iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xW6 (Scatter of zre_1 id 6^Graph?Scatter of zre_1 id 0uRR RRTRRScatter of zre_1 id &R0R ID0RStandardized ResidualR <Rm2RR:R?ɨ+OR :R@?OR :R@pJ$?OR :R@a,?OR :R@Q\I$YOR :R@xo?OR :R@$\.y?OR :R @M?OR :R "@h{?նh OR  :R $@{炢?OR  :R &@pu^?OR  :R (@.O?OR  :R *@\,OR  :R,@d5z3?OR :R.@vxOR :R0@0c6?OR :R1@X2 OR :R2@KkN_OR :R3@CT?OR :R4@!?ݛ?OR :R5@}?OR :R6@={)WOR :R7@@::LE?OR :R8@0?OR :R9@'dGJ?OR :R:@~a?OR :R;@[?OR :R<@W$V?OR :R=@U(0?OR :R>@Q\I$YOR :R?@lt?OR :R @@[u0OR  :R!@@:4Al?OR !!:R"A@3]?OR "":R#A@ȉ%P.?OR ##:R$B@&6e/?OR $$:R%B@#C4OR ;;:R<N@oGݼ^?OR <<:R=N@zHOR ==:R>O@GJ)?OR >>:R?O@yb[/?OR ??:R@P@}:ސ^?OR @@:RA@P@[x>&(&(&)(@[@109&(MGRAPH /LINE(MULTIPLE)= VALUE( sdf_1 sdb0_1 sdb1_1 sdb2_1 sdb3_1 sdb4_1 ) . &) Cl? 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X~?:Si]8a[Z?:Si"3:Si@,pSi105:Sj7Kg?:Sjc?:Sj0?:Sjchw?:Sjdҿ:Sjz"4Vjk?Sj106:Sk=?:Skt5Iۺ?:Sk1~:SkG?:SkJs1Կ:SkMe?Sk107:Sl y[?:Sl`n<?:Sl VJ:Sl>k.@?:Sl@Ow?:SllcɿSl108:SmMQ?:Sm܀?:SmPޅ#:Smf=_?:Sm8=?:Sm.m丿Sm109Sb m(Graphj7Graph(Titlen7Graph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (Notesr7Graphdddd "$ &)HNjB22-MAR-2000 06:36:25&( &(&(&(&)(@[@109&(0GRAPH /LINE(MULTIPLE)= VALUE( coo_1 lev_1 ) . &) h|?5? 0:00:00.06Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time 777777777777  7 iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xv7ˌ ;(Line of value(coo_1 lev_1) 7`Graph?Line of value(coo_1 lev_1) !0uTT TTTTTLine of value(coo_1 lev_1) &T2TT0TCook's DistanceT0T Centered Leverage ValuedTValueZT Case Number<Tm:T?:TZ?T1:T89?:T);3K?T2:Te?:T?T3:TJf&?:TVK?T4:Tg]T?:Tˌ(?T5:Tg]T?:Tˌ(?T6:T@>?:T?T7:Tnˤ?:T5t렍?T8:T Ѧk?:T :}z?T 9:T jBH?:T  \?T 10:T xNZ?:T Sz ?T 11:T KXC?:T ?T 12:T 6G/?:T LM*?T 13:Th:O?%?:Tj<~M?T14:Tlthu?:TT1љ?T15:T \?:TV!b?T16:T.<5%?:T!Pbo?T17:T܅^>:T'eW?T18:Trw ?:T_*?T19:TWl ڪ>:TE}'_?T20:Tl؅>:TOTC*?T21:TNb>:T<"F?T22:T% ʩ>:T/8X?T23:TwQo⶿>:Tj63?T24:T,Ƿ>:TD?T25:T,gF>:Tl:?T26:TzeN>:TM?T27:Tk1(>:T@*E f?T28:T1HH ?:T;Gƻ?T29:Tô;k?:Td[ H?T30:T 6O5?:Tj63?T31:T $ @?:T h;p?T 32:T!Yզ} ?:T!4?T!33:T"X+ ?:T"D??T"34:T#f\?:T#Bk ?T#35:T$ ?:T$RM?T$36:T%Wh"K?:T%Xq?T%37:T&o?:T&%h)?T*42:T+ȭeZ?:T+ M/sK?T+43:T,O;o?!?:T,NЕ?T,44:T-؍^!?:T-D??T-45:T.p5?:T.eD ?T.46:T/6j*?:T/1?T/47:T0Y%u+?:T0oTE:ˠ?T048:T1V*땿!?:T1Xq?T149:T2VU'?:T2ovEK`?T250:T36AI?:T3Î?T351:T4DR(?:T4[bU?T452:T5>uq#?:T5]?T553:T66?:T649d?T654:T7I 9?:T7uI?T755:T8X6_o)?:T8j63?T856:T9 =ƙB?:T9,ѿc?T957:T:Vm((?:T:q(?T:58:T;뭇%?:T;> cnF?T;59:T<W~7?:T<^?T<60:T=.:(?:T=M%?T=61:T>mQ.?:T>z .5?T>62:T?/_vO4?:T?:A}?T?63:T@#R4?:T@i˾?T@64:TA9$:h.?:TAq\3E?TA65:TB8-0?:TBҰ?TB66:TC/8K;=?:TCf/ )ˡ?TC67:TD\?:TDkJ?TD68:TEn$8 0?:TE?TE69:TFA?:TF *?TF70:TGt:1?:TGCS:W?TG71:TH^7?:THv?TH72:TI@`"kKO;?:TIҁ+F?TI73:TJ_S8?:TJY\;5?TJ74:TKh v2J5?:TKiy?TK75:TL%1}A?:TL@y Ý?TL76:TMa_745?:TMx7 ?TM77:TNL:?:TN/ ?TN78:TOVCA?:TO'q~?TO79:TPk%o@?:TPgS&i?TP80:TQSL>E?:TQ.b?TQ81:TR3JehB?:TRd?TR82:TS>#P?:TSN?TS83:TTI(?:TT M>TT84:TUS|qS?:TU`R?TU85:TV2nA?:TVjyP?TV86:TW{[F}F?:TW$+P?TW87:TXaqK?:TX+Cԑ?TX88:TYEzU?:TY/R?TY89:TZMJN`]?:TZ(?TZ90:T[70JhY?:T[URz ?T[91:T\(h?:T\iE@?T\92:T]i?:T]sdZ?T]93:T^(hq?:T^GmDڣ?T^94:T_ 3R?q?:T_hED?T_95:T`οWr?:T`;)?T`96:Tay MGes?:TanWeP?Ta97:Tb\t?:TbhED?Tb98:Tcat?:Tcˌ(?Tc99:Tdat?:Tdˌ(?Td100:Te;Yu?:Te;)?Te101:TfwXv?:TfnWeP?Tf102:TgwXv?:TgnWeP?Tg103:ThPWx?:ThhED?Th104:Ti>3u}?:Ti4aF?Ti105:Tj guܔ?:Tj/i?Tj106:Tk\?:Tkߝ?Tk107:Tl0?:Tl n 7?Tl108:Tm) ?:TmS?Tm109Tb m( Regression7 RegressionJ3(Title7 Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes8 Regression6K<[dddd "$&)zjB22-MAR-2000 06:38:46&( &(Abs(zre_1)<2 (FILTER)&(&(&)(X@98&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE RESID . &( 2124 bytes&(0 bytes&(Residual&) }?5^I? 0:00:00.22NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (RES_1 5898A8E8I8M8Q8Y8]8a8i8q8u8y88  08iTKKKK}\Kcx}Kc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x8(Variables Entered/Removed 8 Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?18IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Method888τф(0Dependent Variable: Average male life expectancy$(Variables Entered/Removedτф( All requested variables entered.8K8K58RRKR8((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x8Ԑ( Model Summary 8 Regressiondddd "$$&$)(jen:?.882$&)(Gu,?.778$&)(/_?.769$&)((6@4.14 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?19IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate99#9'9τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)8τф(0Dependent Variable: Average male life expectancy$( Model SummaryK 9K59KKO\\19((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x8D(ANOVA N9 Regressiondddd "$$$&)((W9zյ@5589.479&)((HZ@1592.980&)((iu@7182.459$$&)(@4&)(@W@93&)(@X@97$$&)((W9zՕ@1397.370&)((U< 1@17.129$$&)(s?.092&)(~ؼ^?.310&)(i87ڿ-.410$$&)(jc@155.339&)(17A!@8.531&)(sv?.613&)(J>?1.681&)(E`#O-2.039$$&)(ޢ:<.000&)(ҊCy0=.000&)(4JT?.542&)(7Ý?.096&)(K?.044 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)7:;:?:C:G:IKMt(ModelKM)(?1P:IKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. ErrorKMt(Standardized CoefficientsKMt(BetaKMt(tKMt(Sig.]:a:i:m:q:τф(0Dependent Variable: Average male life expectancy$( CoefficientsK2:OK:K5T:KKKKKHx:((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x9o(Casewise Diagnostics : Regressiondddd "$$&)(p @8.304$&)T@80Casewise Diagnostics$Regression_Table_CasewiseDiagnosticsIKMt( Case NumberKM)([@108:IKMt( StatisticsKMt( Std. ResidualKM(Average male life expectancy::τф(0Dependent Variable: Average male life expectancy($(Casewise DiagnosticsK:Kd:`[`:((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x:Í? (Residuals Statistics : Regressiondddd "$$&)((`BF@44.21&)(( `-6.63&)(i-2.802&)(ǣ-1.602$&)((R@75.03&)((.A@34.37&)(?1.258&)(p @8.304$&)((^P@65.48&)((S -7.25E-15&)(Sr <.000&)( ^N).000$&)((2]@7.59&)(((Px5@4.05&)(?1.000&)(πPU?.979$&)(X@98&)(X@98&)(X@98&)(X@98Residuals Statistics$Regression_Table_ResidualsStatisticsIKMt(TypeKMt(Predicted ValueKMt(ResidualKMt(Std. Predicted ValueKMt( Std. Residual,;0;4;8;IKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. DeviationKMt(NA;E;I;M;Q;τф(0Dependent Variable: Average male life expectancy $(Residuals StatisticsK';mK`<;KKKaKaX;((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x:(Exploreu;Explore(Titley;Explore"ArialPo{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Explore \par } ,(Notes};Explore108Odddd "$ &)jB22-MAR-2000 06:39:52&( &(Abs(zre_1)<2 (FILTER)&(&(&)(X@98&(KUser-defined missing values for dependent variables are treated as missing.&(_Statistics are based on cases with no missing values for any dependent variable or factor used.&(EXAMINE VARIABLES=res_1 /PLOT BOXPLOT NPPLOT /COMPARE GROUP /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL. &)  0:00:00.00Notes Explore_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time ;;;;;;;;;;;;  ; iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x; (Case Processing Summary <ExploreEdddd "$$$&)(X@98&)(Y@100.0%$&)(0&)(.0%$&)(X@98&)(Y@100.0%Case Processing Summary#Explore_Table_CaseProcessingSummaryIKM t( StatisticsKM t(NKM t(Percent(<,<IKM t(CasesKM t(ValidKM t(MissingKM# t(Total5<9<=<IKM t(Dependent VariablesKM(Unstandardized ResidualF<K#<KK?0<KKK@A<(Case Processing Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x<g( Descriptives g<Exploredddd "$$$ &)((I$I$-7.6129579E-15&)(( -.8124679&)((?.8124679&)((*ѿ -.2805790&)((`f-4.1800659E-02&)((V'l0@16.422&)(((Px5@ 4.0524653&) X+`-6.63220&) T.A@34.36604&) tD@40.99825&)((@ 2.3401251&)(ao83@6.300&)(o>J@53.915$ &)((#_ݵ2?.4093608&)(-E~3?.244&)(Dx?.483 DescriptivesExplore_Table_DescriptivesIKM t( Statistics KM t(MeanKM t( 95% Confidence Interval for MeanKM t( Lower BoundKM t( Upper BoundKM t(5% Trimmed MeanKM t(MedianKM t(VarianceKM t(Std. DeviationKM t(MinimumKM t(MaximumKM t(RangeKM  t(Interquartile RangeKM t(SkewnessKM  t(Kurtosis <<<<<<<<<<<<<  IKM t( Stat TypeKM t( StatisticKM t( Std. Error<<IKM t(Dependent VariablesKM(Unstandardized Residual<K< K__KKaKKKOK<KKH<( Descriptives((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xk<}(Tests of Normality =Exploredddd "$$$&)(?.240&)(X@98&)(53L<.000Tests of NormalityExplore_Table_TestsofNormalityIKM t( StatisticsKM t( StatisticKM" t(dfKM t(Sig.,=0=4=IKM t(TestKM t$(Kolmogorov-Smirnov==IKM t(Dependent VariablesKM(Unstandardized ResidualG=τф("Lilliefors Significance Correction ?=K'=KKK@8=WWB=(Tests of Normality((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x=(Unstandardized Residualk=ގǎ(Titleo=Explore"ArialP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Unstandardized Residual \par }  (Normal q-q plots=aExplore?Normal q-q plot0uUU UUTUUUnU+Normal Q-Q Plot of Unstandardized ResidualUNormal q-q plot&UU ZUObserved Value0UObserved ValuedUExpected Normal0UExpected Normal<Ud2UUUUUnstandardized ResidualUNormal LineEUUU@UX+`UT.A@:Uܺ":U׺"@@:UX+`OU  :U7|KeOU  :UlŠD.OU  :U %QLtOU :U./W=OU :U ^]YO!jOU :U >HmsZOU :U ^!K  ^dOU :U  z` oT\OU :U % H!iOU :U  NYsm,OU :U~9*ZOU :UP Iɥ @7s\OU k:U]V|or /OU #:U NYs zOU :UM֏%J]OU :U@" !WڰxQOU %:U }o.e<OU :Ur܄OU :U`GCOU :U)_EOU $:UIkxOU +:U -{!fOU :U_UF+RZOU ^:UaYR/~TOU A:Up$!TOU :U@f^XOU &:Uq0paOU ":Uˍ-IzcoOU \:U T Wu4VOU  :U!?Ad-*߿OU !:U"bo𿕈tZݿOU "_:U#@Q6(*; ۿOU #):U$4X!ٿOU $!:U%DB < ؿOU %1:U&ŝM3hRֿOU &*:U'@4HY2+ԿOU '0:U(@bp9s1<;ҿOU (':U)o'aP-a8ѿOU )]:U*zA6)oϿOU *`:U+4g+ |3˿OU +Z:U,}*ݿ;cdtȿOU ,,:U-<ܿl)ſOU -7:U.m ۿvUNOU .:U/=ӿsoX?;OU /.:U0Ԝ ѿ MOU 0a:U1^ пk%b7OU 15:U2hпwS5sOU 2-:U3Hr֬OcÆ퉿OU 38:U4XMPcÆ?OU 4b:U50h?wS5s?OU 5::U6~?u%b7?OU 6D:U7jGt? M?OU 7?:U8D4?^|??OU 8d:U9D4?^|??OU 9c:U:K?l)?OU :[:U;7dU?@cdt?OU ;C:U<@? |3?OU <2:U=H4?6)o?OU =9:U>2)"?P-a8?OU ><:U??/<;?OU ?=:U@ }?+?OU @e:UA@\8?3hR?OU A;:UB;L? < ?OU BB:UC?!?OU C3:UDdc?'; ?OU D4:UEjop5?tZ?OU EF:UF@ߜr?d-*?OU F/:UG@ ?6V?OU G6:UH棭?-Izco?OU H@:UI1o?yg?OU Ig:UJ1o?yg?OU Jf:UK ;E?$!T?OU KJ:ULJ?~T?OU LT:UMz?F+RZ?OU MH:UN%?{!f?OU NI:UOf_?kx?OU O>:UP/&?_E?OU PG:UQL)?C?OU QN:UR\?܄?OU R(:US:} ?.e<?OU Sh:UT:U?WڰxQ?OU TE:UU@p?J]?OU UK:UV@`*? z?OU VO:UW: Љ)?or /?OU Wi:UXĺ ? @7s\?OU XL:UYno?Z?OU YP:UZ~ "?k,?OU ZM:U[Q?H!i?OU [R:U\qoO?oT\?OU \Q:U]8Gs@ ^d?OU ]S:U^;p@sZ?OU ^U:U_A3 @[O!j?OU _W:U`@C @W=?OU `X:Ua+8 @Lt?OU aV:UbP!A@.?OU bj:UcPơ>ϳ@e@OU cY:UdT.A@@OU dlUb d c(Detrended normal q-q plotx=bExplore?Detrended normal q-q plot0u VVV VVTVnV5Detrended Normal Q-Q Plot of Unstandardized ResidualVDetrended normal q-q plot&VV ZVObserved Value0VObserved ValuedVDev from Normal0VDev from Normal<Vb2VVVXVZl}@VX+`VT.A@V:VX+`h(?OV  :V7|K?OV  :VlŠD$r?OV  :V %Qm >~?OV :V./NXb?OV :V ^]گ?OV :V>Hm” ?OV :V^!K R5-?OV :V  z` |x}=?OV :V % ?OV :V  NYs9W?OV :V ~9*J?OV :V P IɥOlm?OV k:V]V|=J?OV #:V NYsOГ?OV :VM֏% ˜.X?OV :V@" !HKY?OV %:V }ow ?OV :Vr?OV :V`Gy>?OV :V)B/ }?@]ɿOV >e:V?@\8?xlv,̿OV ?;:V@;L?dekrϿOV @B:VA?tdпOV A3:VBdc?!T}ҿOV B4:VCjop5?E82ӿOV CF:VD@ߜr?ALԑտOV D/:VE@ ?d0bֿOV E6:VF棭?]#*|׿OV F@:VG1o?^ݶ(ڿOV Gg:VH1o?^ݶ(ڿOV Hf:VI ;E?|ܭܿOV IJ:VJJ?ZAݿOV JT:VKz?CJ ߿OV KH:VL%?d'ROV LI:VMf_?}_OV M>:VN/&?Shr^.OV NG:VOL)?ut'OV ON:VP\?@OV P(:VQ:} ?qx*cOV Qh:VR:U?0 F.OV RE:VS@p?xcWOV SK:VT@`*??OV TO:VU: Љ)? 8YOV Ui:VVĺ ?16'OV VL:VWno?j OV WP:VX~ "?D-OV XM:VYQ?OV YR:VZqoO?$UrOV ZQ:V[8Gs@BOV [S:V\;p@\ OV \U:V]A3 @LqZ OV ]W:V^@C @*=NNOV ^X:V_+8 @XOV _V:V`P!A@<OV `j:VaPơ>ϳ@ŶAOV aY:VbT.A@Zl}@OV blVb bA (Boxplot}=cExplore?Boxplot0u WWW WWTWWBoxplot&W<W2WW:W0+8 @ %QJ?aYR/`fWX@WUnstandardized ResidWT.A@108OW lWPơ>ϳ@89OW YWP!A@106OW jWX+`11OW  W7|K13OW  WlŠD12OW  Wb ( Regression= Regressionx(Title= Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (Notes= Regressiondddd "$&)jB22-MAR-2000 06:42:04&( &(C:\world.sav &(&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE ZRESID . &( 1908 bytes&(0 bytes&( Std. Residual&) Cl? 0:00:00.11NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (ZRE_1 ============>>>  =iTKKKK}\Kcx}Kc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x=V(Variables Entered/Removed -> Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1H>IKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(MethodQ>U>Y>τф(0Dependent Variable: Average male life expectancyY$(Variables Entered/Removedτф( All requested variables entered.8>KC>K5L>RRKR`>((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x1>A( Model Summary > Regressiondddd "$$&$)($=?.344$&)(~ΐD?.118$&)(Zp?.084$&)((hTtմ2@18.71 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1>IKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the Estimate>>>>τф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)>τф(0Dependent Variable: Average male life expectancy$( Model SummaryK>K5>KKO\\>((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x>oD(ANOVA > Regressiondddd "$$$&)((H@4879.784&)((@ 36392.565&)((6' '@ 41272.349$$&)(@4&)(Z@104&)([@108$$&)((H@1219.946&)(("c,u@349.929$$&)(fxׁ @3.486$$&$)( ?.010ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(Total???IKMt(ModelKM)(?1#?IKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.,?0?4?8?b( Coefficients d? Regressiondddd "$$$&)((?YN@60.156&)((xlE6g@7.601&)((PĴ]-7.592&)((&(&(&)(X@98&(MATRIX. GET W/VARIABLES = all/FILE=*/missing=omit. COMPUTE NC = NCOL(W). COMPUTE NR =NROW(W). COMPUTE X=MAKE(NR,1,0). COMPUTE BIGX =MAKE(NR,NC,1). LOOP II = 1 TO NR. COMPUTE X(II,1)=W(II,1). LOOP JJ = 1 TO NC-1. COMPUTE BIGX(II,JJ+1)=W(II,JJ+1). END LOOP. END LOOP. * PRINT BIGX. COMPUTE NL =60. COMPUTE LAMDA1=MAKE(NL,1,0). PRINT NC. PRINT NR. COMPUTE J=MAKE(NR,1,1). COMPUTE A = LN(X). COMPUTE MEANS =T(J)*A/NR. *PRINT MEANS. COMPUTE B=MAKE(NR,NL,0). * PRINT MEANS. COMPUTE MEANS =EXP(MEANS). *PRINT MEANS. COMPUTE LAM = -3.1. LOOP I = 1 TO NL . COMPUTE LAM = LAM +.1. COMPUTE LAMDA1(I,1) =LAM. *PRINT LAM. DO IF ABS (LAM) >.001. COMPUTE A1 = X&**LAM -1. *PRINT A1. COMPUTE A2 =(T(LAM*(MEANS)&**(LAM-1))). * PRINT A2. COMPUTE Y= A1*INV(A2). * PRINT Y. ELSE. COMPUTE Y = kroneker(means,LN(X)). END IF. LOOP JJ = 1 TO NR. COMPUTE B(JJ,I)=Y(JJ,1). END LOOP. END LOOP. * PRINT B . COMPUTE BETA = INV(T(BIGX)*BIGX)*T(BIGX)*B. COMPUTE SS = T(B-BIGX*BETA)*(B-BIGX*BETA)/NR. COMPUTE RMS =DIAG(SS). * PRINT RMS. * PRINT LAMDA1. COMPUTE ANS=MAKE(NL,2,0). LOOP I = 1 TO NL. COMPUTE ANS(I,1) = LAMDA1(I,1). COMPUTE ANS(I,2)= sqrt(RMS(I,1)). END LOOP. * PRINT ANS. save ANS /outfile=*. END MATRIX. &) ffffff@ 0:00:02.30Notes Matrix_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time NARAZA^AbAfAjArAvAzAAA  IA iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x,A( Text OutputAMatrix"Courier NewP{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Run MATRIX procedure: \par \par NC \par 5 \par \par NR \par 98 \par \par ------ END MATRIX ----- \par } (GraphAGraphَ(TitleAGraph"ArialPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Graph \par } (NotesAGraphdddd "$ &)q=jB22-MAR-2000 06:43:34&( &(&(&(&)(N@60&(_GRAPH /SCATTERPLOT(BIVAR)=lambda WITH rmse /MISSING=LISTWISE /TITLE= 'RMSE VERSUS LAMBDA'. &)  0:00:00.00Notes Graph_NotesIKMt(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM t(Missing Value HandlingKM t(Definition of MissingKMt( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time AAAAAAAABBBB  A iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xA '(Scatter of rmse versus lambda 6BdGraph?Scatter of rmse versus lambda 0uXX XXTXXScatter of rmse versus lambda &XnXRMSE VERSUS LAMBDA0XLAMBDA0X RMSEX <X<2XX:XnKU@OX :X333333\Ɉ@OX :XffffffSz@OX :Xk'@OX :XEաY}@OX :XTV.@OX :X233333I>@OX :XefffffQDaҨ@OX :X &4@OX  :X  t@OX  :X 0@OX  :X bfffffZ?>/@OX  :X t)@OX  :X.33333 `sӭ@OX :X SC@OX :X=q@OX :X`fffff?}@OX :X[i!@OX :X,33333{/@OX :XƂy@OX :Xvk,@OX :X@ .@OX :XΟ@OX :XXfffff_@OX :X%33333Tlb#@OX :X߿i@OX :X~ٿN郶@OX :X33333ӿO6@OX :Xcɿge/X@OX :X,:+.@OX :X&(&(&)(@[@109&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE ZRESID . &( 1908 bytes&(0 bytes&( Std. Residual&) &1? 0:00:00.05NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (ZRE_1 {BBBBBBBBBBBBBBB  vBiTKKKK}\Kcx}Kc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xGBo/(Variables Entered/Removed B Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1CIKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(Method CCCτф(0Dependent Variable: Average male life expectancy$(Variables Entered/Removedτф( All requested variables entered.BKBK5CRRKRC((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xB ]( Model Summary 9C Regressiondddd "$$&$)($=?.344$&)(~ΐD?.118$&)(Zp?.084$&)((hTtմ2@18.71 Model SummaryRegression_Table_ModelSummaryIKMt(ModelKM)(?1XCIKMt( StatisticsKMt(RKMt(R SquareKMt(Adjusted R SquareKMt(Std. Error of the EstimateaCeCiCmCτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)DCτф(0Dependent Variable: Average male life expectancy$( Model SummaryKSCK5\CKKO\\wC((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x=C;Du(ANOVA C Regressiondddd "$$$&)((H@4879.784&)((@ 36392.565&)((6' '@ 41272.349$$&)(@4&)(Z@104&)([@108$$&)((H@1219.946&)(("c,u@349.929$$&)(fxׁ @3.486$$&$)( ?.010ANOVARegression_Table_ANOVAIKMt(SourceKMt( RegressionKMt(ResidualKMt(TotalCCCIKMt(ModelKM)(?1CIKMt( StatisticsKMt(Sum of SquaresKMt(dfKMt( Mean SquareKMt(FKMt(Sig.CCCCCτф(0Dependent Variable: Average male life expectancy$(ANOVAτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)CKCWKKWCK5CLK_KK_C((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xCSb( Coefficients D Regressiondddd "$$$&)((?YN@60.156&)((xlE6g@7.601&)((PĴ]-7.592&)((&(&(&)(X@98&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT newy /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE ZRESID . &( 1948 bytes&(0 bytes&( Std. Residual&) J +? 0:00:00.05NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (ZRE_2 FF"F&F*F.F2F:F>FBFJFRFVFZFbF  FiTKKKK}\Kcx}Kc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xEmP-(Variables Entered/Removed F Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1FIKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(MethodFFFτф(Dependent Variable: NEWY@ $(Variables Entered/Removedτф( All requested variables entered.FKFK5FRRKRF((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xF [( Model Summary F Regressiondddd "$$&$)(Ԧ&;?.876$&)([/ k?.767$&)((G)u@30.375&)(( ,hE-43.058$$&)(-@5.045&)((˖&@11.295&)(b"S.@15.414&)(Ŝ2@18.612&)(TBZ4@20.355$$&)(NP?.865&)(6D-ǘg?.128&)(T`?.308&)($^ixۿ-.435$$&)(7"WZ@105.361&)(dFèP @8.158&)(qL?.835&)(cZ?1.632&)(7s8-2.115$$&)(ޢ:<.000&)(We=.000&)(t??.406&)(|#~:V'?.106&)(!X?.037 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)HH H$H(HIKMt(ModelKM)(?11HIKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. ErrorKMt(Standardized CoefficientsKMt(BetaKMt(tKMt(Sig.>HBHJHNHRHτф(Dependent Variable: NEWY$( CoefficientsKHO,HK55HKKKKKHYH((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xG;(Casewise Diagnostics wH Regressiondddd "$$&)(6^̾) @8.278$&)}U\@715.54Casewise Diagnostics$Regression_Table_CasewiseDiagnosticsIKMt( Case NumberKM)(X@98HIKMt( StatisticsKMt( Std. ResidualKM(NEWYHHτф(Dependent Variable: NEWY($(Casewise DiagnosticsKHKdH`K`H((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x{H?C(Residuals Statistics H Regressiondddd "$$&)(( q@286.5649&)((`iP-65.6558&)(Z-2.794&)(@'-1.322$&)((3@646.4760&)((°y@411.0475&)(?1.281&)() @8.278$&)((Rk@533.3430&)((s ^N1= 6.322E-14&)(۶m۶m<.000&)(>4<.000$&)(( խV@88.3136&)((h ߷OH@48.6228&)(?1.000&)(〨PU?.979$&)(X@98&)(X@98&)(X@98&)(X@98Residuals Statistics$Regression_Table_ResidualsStatisticsIKMt(TypeKMt(Predicted ValueKMt(ResidualKMt(Std. Predicted ValueKMt( Std. Residual IIIIIKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. DeviationKMt(N"I&I*I.I2Iτф(Dependent Variable: NEWY$(Residuals StatisticsKImK`IKKKaKa9I((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xH(ExploreVIExplore! (TitleZIExplore"ArialPo{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Explore \par } ,(Notes^IExploredddd "$ &)R4jB22-MAR-2000 06:46:30&( &(&(&(&)(X@98&(KUser-defined missing values for dependent variables are treated as missing.&(_Statistics are based on cases with no missing values for any dependent variable or factor used.&(EXAMINE VARIABLES=zre_2 /PLOT BOXPLOT STEMLEAF /COMPARE GROUP /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL. &) Cl? 0:00:00.28Notes Explore_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time IIIIIIIIIIII  I iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xbIn(Case Processing Summary IExploredddd "$$$&)(X@98&)(Y@100.0%$&)(0&)(.0%$&)(X@98&)(Y@100.0%Case Processing Summary#Explore_Table_CaseProcessingSummaryIKM t( StatisticsKM t(NKM t(Percent J JIKM t(CasesKM t(ValidKM t(MissingKM# t(TotalJJJIKM t(Dependent VariablesKM(Standardized Residual'JKJKK?JKKK@"J(Case Processing Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xILW( Descriptives HJExploredddd "$$$ &)((Cc}< 1.359457E-15&)(( ɿ -.1963100&)(( ?.1963100&)((|ߙ7-7.5067155E-02&)((g&dД-2.0325100E-02&)((Q/?.959&)((〨PU?.9791644&) 7I'-1.32218&) 6^̾) @8.27766&) ]3#@9.59984&)((2?.5999521&)(@6.281&)(!)} J@53.178$ &)(({3R? 9.891054E-02&)(-E~3?.244&)(Dx?.483 DescriptivesExplore_Table_DescriptivesIKM t( Statistics KM t(MeanKM t( 95% Confidence Interval for MeanKM t( Lower BoundKM t( Upper BoundKM t(5% Trimmed MeanKM t(MedianKM t(VarianceKM t(Std. DeviationKM t(MinimumKM t(MaximumKM t(RangeKM  t(Interquartile RangeKM t(SkewnessKM  t(Kurtosis JJJJJJJJJJJJJ  IKM t( Stat TypeKM t( StatisticKM t( Std. ErrorJJIKM t(Dependent VariablesKM(Standardized ResidualJKJ K__KKaKKKOKJKKHJ( Descriptives((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xLJ(Standardized ResidualJʏ(TitleJExplore"ArialP}{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Standardized Residual \par } |(Stem-and-leaf plotJExplore"Courier NewPm{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f2\fs20\cf0 Standardized Residual Stem-and-Leaf Plot \par \par Frequency Stem & Leaf \par \par 2.00 Extremes (=<-1.3) \par 3.00 -1 . 001 \par 10.00 -0 . 5556778899 \par 35.00 -0 . 00000011111222222223333333344444444 \par 38.00 0 . 00000000000000111111111222222223333344 \par 7.00 0 . 5556889 \par 1.00 1 . 0 \par 2.00 Extremes (>=1.3) \par \par Stem width: 1.00000 \par Each leaf: 1 case(s) \par \par \par \par } խ E(BoxplotKeExplore?Boxploto0uYY YYTYYBoxplot&Y<Y2YY:Y0xǦ?\`˜?9y.ؿg&dДYX@YStandardized ResiduaY6^̾) @98OY bYD?79OY OY7I'3OY YD1OY Yb (ExploreKExplore# (Title KExplore"ArialPo{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Explore \par } (Notes KExplore dddd "$ &)ףjB22-MAR-2000 06:46:48&( &(&(&(&)(X@98&(KUser-defined missing values for dependent variables are treated as missing.&(_Statistics are based on cases with no missing values for any dependent variable or factor used.&(EXAMINE VARIABLES=zre_2 /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUP /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL. &) Q? 0:00:00.06Notes Explore_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKMt(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKMt( ResourcesKM t( Elapsed Time 9K=KEKIKMKQKUK]KaKeKmKuK  4K iTKKKK}\Kcc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xKp(Case Processing Summary KExploredddd "$$$&)(X@98&)(Y@100.0%$&)(0&)(.0%$&)(X@98&)(Y@100.0%Case Processing Summary#Explore_Table_CaseProcessingSummaryIKM t( StatisticsKM t(NKM t(PercentKKIKM t(CasesKM t(ValidKM t(MissingKM# t(TotalKKKIKM t(Dependent VariablesKM(Standardized ResidualKKKKK?KKKK@K(Case Processing Summary((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xKNW( Descriptives KExplore98Odddd "$$$ &)((Cc}< 1.359457E-15&)(( ɿ -.1963100&)(( ?.1963100&)((|ߙ7-7.5067155E-02&)((g&dД-2.0325100E-02&)((Q/?.959&)((〨PU?.9791644&) 7I'-1.32218&) 6^̾) @8.27766&) ]3#@9.59984&)((2?.5999521&)(@6.281&)(!)} J@53.178$ &)(({3R? 9.891054E-02&)(-E~3?.244&)(Dx?.483 DescriptivesExplore_Table_DescriptivesIKM t( Statistics KM t(MeanKM t( 95% Confidence Interval for MeanKM t( Lower BoundKM t( Upper BoundKM t(5% Trimmed MeanKM t(MedianKM t(VarianceKM t(Std. 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YmsJO\ M;:\N/5T?lӚ;O\ N?:\Og??aO\ O>:\Pb6X?6O\ P@:\Q4XM}?8` rO\ QE:\Rڗh ?29O\ RA:\S3Z?\`O\ S^:\T=wɽO? #}O\ TD:\UX@?wuO\ UB:\VJ@I*?{{O\ VC:\W8wI8?R䀽vO\ W_:\XCQ ?[Ϭj$O\ XF:\Y#f?m>hj O\ YH:\ZS_a?"3GO\ ZG:\[]?!H{O\ [I:\\`x?O\ \K:\]ε?5WO\ ]L:\^ K=?B?OO\ ^M:\_if?'oBO\ _N:\`xǦ?Hk!O\ ``:\aD?@EwO\ aO:\b6^̾) @`@O\ bb\b b e(BoxplotMlExplore?Boxplot{0u ]]] ]]T]]Boxplot&]<]2]]:]0xǦ?\`˜?9y.ؿg&dД]X@]Standardized Residua]6^̾) @98O] b]D?79O] O]7I'3O] ]D1O] ]b ( RegressionM RegressionC,(TitleM Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (NotesM Regressiondddd "$&)ffHjB22-MAR-2000 06:47:37&( &(&(&(&)(X@98&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT newy /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE PRED ZRESID . &( 1964 bytes&(0 bytes&(Predicted Value&( Std. Residual&) Q? 0:00:00.28NotesRegression_NotesIKM(ContentsKMt(Output CreatedKMt(CommentsKM(InputKMt(DataKMt(FilterKM t(WeightKM t( Split FileKM t(N of Rows in Working Data FileKM(Missing Value HandlingKM(Definition of MissingKM( Cases UsedKM t(SyntaxKMt( ResourcesKM t( Elapsed TimeKM( ResourcesKM (Memory RequiredKM (-Additional Memory Required for Residual PlotsKMt( Elapsed TimeKM(Variables Created or ModifiedKM (PRE_1 KM(ZRE_3 WM[McMgMkMoMsM{MMMMMMMMM  RMiTKKKK}\Kcx}KKc(Notes((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$x#M Pʠ(Variables Entered/Removed M Regressiondddd "$$&$(fZscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)$&)(.$&(EnterVariables Entered Removed(Regression_Table_VariablesEnteredRemovedIKMt(ModelKM)(?1MIKM(DetailsKMxt(Variables EnteredKMyt(Variables RemovedKMzt(MethodMMMτф(Dependent Variable: NEWY@\$(Variables Entered/Removedτф( All requested variables entered.MKMK5MRRKRM((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xM( Model Summary N Regressiondddd "$$&$)(Ԧ&;?.876$&)([/ k?.767$&)((G)u@30.375&)(( ,hE-43.058$$&)(-@5.045&)((˖&@11.295&)(b"S.@15.414&)(Ŝ2@18.612&)(TBZ4@20.355$$&)(NP?.865&)(6D-ǘg?.128&)(T`?.308&)($^ixۿ-.435$$&)(7"WZ@105.361&)(dFèP @8.158&)(qL?.835&)(cZ?1.632&)(7s8-2.115$$&)(ޢ:<.000&)(We=.000&)(t??.406&)(|#~:V'?.106&)(!X?.037 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)]OaOeOiOmOIKMt(ModelKM)(?1vOIKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. ErrorKMt(Standardized CoefficientsKMt(BetaKMt(tKMt(Sig.OOOOOτф(Dependent Variable: NEWY`$( CoefficientsKXOOqOK5zOKKKKKHO((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xO;)(Casewise Diagnostics O Regressiondddd "$$&)(6^̾) @8.278$&)}U\@715.54Casewise Diagnostics$Regression_Table_CasewiseDiagnosticsIKMt( Case NumberKM)(X@98OIKMt( StatisticsKMt( Std. ResidualKM(NEWYOOτф(Dependent Variable: NEWY$(Casewise DiagnosticsKOKdO`K`O((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xO?d(Residuals Statistics P Regressiondddd "$$&)(( q@286.5649&)((`iP-65.6558&)(Z-2.794&)(@'-1.322$&)((3@646.4760&)((°y@411.0475&)(?1.281&)() @8.278$&)((Rk@533.3430&)((s ^N1= 6.322E-14&)(۶m۶m<.000&)(>4<.000$&)(( խV@88.3136&)((h ߷OH@48.6228&)(?1.000&)(〨PU?.979$&)(X@98&)(X@98&)(X@98&)(X@98Residuals Statistics$Regression_Table_ResidualsStatisticsIKMt(TypeKMt(Predicted ValueKMt(ResidualKMt(Std. Predicted ValueKMt( Std. ResidualRPVPZP^PIKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. DeviationKMt(NgPkPoPsPwPτф(Dependent Variable: NEWY$(Residuals StatisticsKMPmK`bPKKKaKa~P((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xP( RegressionP RegressionB+(TitleP Regression"ArialPr{\rtf1\ansi\deff0\deftab720{\fonttbl{\f0\fswiss MS Sans Serif;}{\f1\froman\fcharset2 Symbol;}{\f2\fswiss\fprq2 Courier New;}{\f3\fswiss Arial;}{\f4\fswiss\fprq2 Arial;}{\f5\fswiss\fprq2 System;}{\f6\fmodern\fprq1\fcharset1 Courier New;}{\f7\fswiss Arial;}} {\colortbl\red0\green0\blue0;\red0\green0\blue192;} \deflang1033\pard\plain\f4\fs28\cf0\b Regression \par } (NotesP RegressionɊ%dddd "$&)zdjB22-MAR-2000 06:48:44&( &(&(&(&)(X@98&(3User-defined missing values are treated as missing.&(KStatistics are based on cases with no missing values for any variable used.&(REGRESSION /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT lifeexpm /METHOD=ENTER zlifeexp zliterac zlit_mal zlit_fem /SAVE PRED ZRESID . &( 2044 bytes&(0 bytes&(Predicted Value&( Std. 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Error of the EstimateQQQQτф(~Predictors: (Constant), Zscore: SMEAN(LIT_FEMA), Zscore: SMEAN(LIFEEXPF), Zscore: SMEAN(LITERACY), Zscore: SMEAN(LIT_MALE)Qτф(0Dependent Variable: Average male life expectancy($( Model SummaryKQK5QKKO\\Q((6xx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialx"Arialhh(("Arial(cont.)$H$xQՙD(ANOVA Q Regressiondddd "$$$&)((W9zյ@5589.479&)((HZ@1592.980&)((iu@7182.459$$&)(@4&)(@W@93&)(@X@97$$&)((W9zՕ@1397.370&)((U< 1@17.129$$&)(s?.092&)(~ؼ^?.310&)(i87ڿ-.410$$&)(jc@155.339&)(17A!@8.531&)(sv?.613&)(J>?1.681&)(E`#O-2.039$$&)(ޢ:<.000&)(ҊCy0=.000&)(4JT?.542&)(7Ý?.096&)(K?.044 CoefficientsRegression_Table_CoefficientsIKMt( VariablesKM}t( (Constant)KM(Zscore: SMEAN(LIFEEXPF)KM(Zscore: SMEAN(LITERACY)KM(Zscore: SMEAN(LIT_MALE)KM(Zscore: SMEAN(LIT_FEMA)RRRRRIKMt(ModelKM)(?1RIKMt( StatisticsKMt(Unstandardized CoefficientsKMt(BKMt( Std. 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ResidualSSSSIKMt( StatisticsKMt(MinimumKMt(MaximumKMt(MeanKMt(Std. 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" # $ % & ' ( ) * + - . / 0 1 2 3 4 5 6 7 8 9 : n = > ? @ A B C D E F G H I J L M N O P Q R S T U V W X Y Z [ \ ] _ ` a b c d e f g h i j k l m p q r s t u v w x y z { | } ~  XX0' EMFYX0' EMFY    &% % +% % + RL"Arial% TB$:@A@AB$"LNormal Q-Q Plot of SMEAN(LIT_FEMA)          RL"Arial% TBv@A@ABvLhObserved Value  RL"Arial% T`R_@A@ARLT120T`R_@A@ARLT100TXCRN_@A@ACRLP80TXR _@A@ARLP60TXR_@A@ARLP40TX~R_@A@A~RLP20TT?RD_@A@A?RLP0% ( RL"Arial% T(BQ@A@A(BLlExpected Normal   % TT68;E@A@A68LP2TT6n;{@A@A6nLP1TT6;@A@A6LP0TX2;@A@A2LP-1TX2;@A@A2LP-2TX2A;N@A@A2ALP-3 &% % [8BDBBDDB[8BDBBDDB[8HBJDHBJBJDHDHB[8B DB B DDB[8BDBBDDB[8BDBBDDB[8BBDDBBDBDDBDBB% % [8@/C2C2C/@/@2C2[8@fCiCiCf@f@iCi[8@CCC@@C[8@CCC@@C[8@ C C C @ @ C [8@?CBCBC?@?@BCB% % +C1A % Z8C1ACAA1C1CA&% Z,\D\D&% ZX ^B m!FFBBFFFBBFFFBBFFFBBFFFBBFFFBBFFFBBFFFBBFFFBBFFFBBF]]YY]]]YY]]]YY]dd``ddd``ddd``dhhddh{llh{h{l{llh{h{lxn|n|jxjxnrsvsvororsrsvsvororsrsvsvororsrsvsvororshxlxlththxhxlxlththxd{h{hwdwd{d{h{hwdwd{a~e~ezaza~a~e~ezaza~^bb|^|^[__[[[__[[W[[WWTXXTTQUUQQNRRNNNRRNNGKKGGDHHDD04400*..***..***..**&**&&&**&&&**&& $$   $$  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!  uyyuuuyyuuuyyuurvvrro s s o o o s s o o ^ b b^^ % Z,CAACAAZ,C1CACAC1% ( % ( % ( % ( % ( % ( % (  FPicture (Enhanced Metafile)StaticEnhancedMetafile9q FPicture (Enhanced Metafile)StaticEnhancedMetafile9q FPicture (Enhanced Metafile)XX0' EMFWX0' EMFW    &% % +% % + RL"Arial A_  h6epe$~T`+H@j)^ `` 0 1Terminal% TB$:@A@AB$"LNormal Q-Q Plot of SMEAN(LIT_MALE)          RL"Arial`+Hj)^  ``  "MS Sans Serif A_T A_  h6depe% TBv@A@ABvLhObserved Value  RL"Arial$~T`+H4j)^ `` 0 SymbolSerif T A_  h6d$% T`R_@A@ARLT120T`tR_@A@AtRLT100TX(R3_@A@A(RLP80TXR_@A@ARLP60TXR_@A@ARLP40TX<RG_@A@A<RLP20% ( RL"Arial !Sasfontticf A_T A_  h6depe  % T(BQ@A@A(BLlExpected Normal   % TT68;E@A@A68LP2 MTT6n;{@A@A6nLP1TT6;@A@A6LP0TX2;@A@A2LP-1TX2;@A@A2LP-2TX2A;N@A@A2ALP-3 &% % [8BDBBDDB[8|BD|BBD|D|B[8-B0D-B0B0D-D-B[8BDBBDDB[8BDBBDDB[8BBDDBBDBDDBDBB% % [8@/C2C2C/@/@2C2[8@fCiCiCf@f@iCi[8@CCC@@C[8@CCC@@C[8@ C C C @ @ C [8@?CBCBC?@?@BCB% % +C1A % Z8C1ACAA1C1CA&% Z,DD&% ZX `B m!{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{F{FFB{B{Fwa{a{]w]wawa{a{]w]wawa{a{]w]wawa{a{]w]wawa{a{]w]wawa{a{]w]watixixetetitixixetetipntntjpjpnpntntjpjpnpntntjpjpnlspspololslspspololshvlvlrhrhvhvlvlrhrhvdyhyhududy`|d|dx`x`|`|d|dx`x`|`|d|dx`x`|\``|\|\\``|\|\TXXTTTXXTTTXXTTTXXTTTXXTTTXXTTPTTPPPTTPPLPPLLLPPLLLPPLLHLLHHDHHDD@DD@@@DD@@=AA==5995515511-11--(,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,(((,,((%))%%!%%!!!!!!    txxttp t t p p p t t p p ` d d`` % Z,CAACAAZ,C1CACAC1% ( % ( % ( % ( % ( % ( % ( XX0' EMF<]X0' EMF<]    &% % +% % + RL"Arial A_  h6epe$~TP+H@j)^ `` 0 1Terminal% TB$:@A@AB$"LNormal Q-Q Plot of SMEAN(LITERACY)          RL"ArialP+Hj)^  ``  "MS Sans Serif A_T A_  h6depe% TBv@A@ABvLhObserved Value  RL"Arial$~TP+H4j)^ `` 0 SymbolSerifSymbols Iconght#6 Normalti% T`R_@A@ARLT140T`R_@A@ARLT120T`RRc_@A@ARRLT100TXR(_@A@ARLP80TXR_@A@ARLP60TXR_@A@ARLP40TXuR_@A@AuRLP20TT?RD_@A@A?RLP0U% ( RL"ArialGUgOhO@UHU)U*U+U,UBUCUDUEUFULUVUIUJUKUQURUSU8U9U:UTTUTUUQ`UWU!MapInfo CartographicR-VECTORMapInfo Cartographicalic##! 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Dev = 25.23 To -@A@Ao  LdMean = 67.3To3@@A@Ao3 L`N = 109.00 &% % [8B0E2E2E0B0B2E2[8BEEEBBE[8BEEEBBE[8B4E6E6E4B4B6E6% % [8b6e8b6e6e8b8b6[8R6U8R6U6U8R8R6[8C6F8C6F6F8C8C6[836683666683836[8$6'8$6'6'8$8$6[86866886[86866886[86866886[86866886[86866886[86866886[86866886[86866886[86866886[86866886[8z6}8z6}6}8z8z6[8j6m8j6m6m8j8j6[8[6^8[6^6^8[8[6[8K6N8K6N6N8K8K6% % +E1k5 % ZPE1k5E5k5k5k1k1E1E1E5  % '% [@\k5\5\5k5k\\5\5  % % [@L\5L5L5\5\LL5L5  % % [@=L5=5=5L5L==5=5  % % [@-=5-5-5=5=--5-5  % % [@-555-5-55  % % [@,5555,,55  % % [@555555  % % [@B5555BB55  % % [@,5555,,55  % % [@$5555$$55  % % [@ 5555  55  % % [@555555  % % [@555555  % % [@555555  % % [@$5555$$55  % % [@s,5s5s55,s,s5s5  % % [@ds5d5d5s5sdd5d5  % % [@Td5T5T5d5dTT5T5  % % [@E,T5E5E5T5T,E,E5E5% Z,E1E5E5E1Z,E5k5E5k5% ( % ( % ( % ( % ( XX0' EMF X0' EMF     &% % +% % + RL"Arial@ A_@ TSoftare~TP+H@j )^ `` 0 1Terminald % TDv@A@ADvLlSMEAN(LIT_MALE)    RL"Ariale@ A_@  A_TSoftare~TP+Hj )^  ``  "MS S% TlS@mM@A@AS@LX100.0TdBQV^@A@ABQLT95.0Td/@CM@A@A/@LT90.0TdQ/^@A@AQLT85.0Td@M@A@A@LT80.0TdQ^@A@AQLT75.0Td@M@A@A@LT70.0TdQ^@A@AQLT65.0Td@M@A@A@LT60.0TdQ^@A@AQLT55.0Td@M@A@A@LT50.0TdQ^@A@AQLT45.0Tdk@M@A@Ak@LT40.0TdXQl^@A@AXQLT35.0TdD@XM@A@AD@LT30.0RL"Arialographicalic!#! gularlic#SymbolticfPMapI! .`` !@AEuclid Math TwoGDI-VECT!% TD$:@A@AD$ L`Histogram    % ( RL"ArialI-VECTOR-ITALICEuclid Symbol Bold Italic!#! Bold Italic#SymbolticfPMapI9'0` !!8C% T(/k>@A@A(/ L`Frequencyol % TX28=E@A@A28LP30TX2=@A@A2LP20TX2=@A@A2LP10TT8/=<@A@A8/LP0mbTo@A@AoLpStd. Dev = 18.03 To&@A@Ao LdMean = 78.7To,9@A@Ao, L`N = 109.00 &% % [8B0E2E2E0B0B2E2[8BEEEBBE[8BEEEBBE[8B.E1E1E.B.B1E1% % [8`0c1`0c0c1`1`0[8L0O1L0O0O1L1L0[880<180<0<18180[8%0(1%0(0(1%1%0[80100110[80100110[80100110[80100110[80100110[80100110[80100110[80100110[8t0x1t0x0x1t1t0[8a0d1a0d0d1a1a0[8M0P1M0P0P1M1M0% % +E1k/ % ZPE1k/E/k/k/k1k1E1E1E/  % '% [@Wk/W/W/k/kWW/W/  % % [@DW/D/D/W/WDD/D/  % % [@0D/0/0/D/D00/0/  % % [@0///0/0//  % % [@ B/ / //B B / /  % % [@ /// / //  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@l'/l/l//'l'l/l/  % % [@Yl/Y/Y/l/lYY/Y/  % % [@EY/E/E/Y/YEE/E/% Z,E1E/E/E1Z,E/k/E/k/% ( % ( % ( % ( % (  FPicture (Enhanced Metafile)StaticEnhancedMetafile9q FPicture (Enhanced Metafile)StaticEnhancedMetafile9q FPicture (Enhanced Metafile)StaticEnhancedMetafile9qXX0' EMF$ X0' EMF$     &% % +% % + RL"Arial@ A_@ TSoftare~T(+H@j )^ `` 0 1Terminald % TDv@A@ADvLlSMEAN(LITERACY)  RL"Ariale@ A_@  A_TSoftare~T(+Hj )^  ``  "MS S% TlT@nM@A@AT@LX100.0TdEQY^@A@AEQLT95.0Td4@HM@A@A4@LT90.0Td#Q7^@A@A#QLT85.0Td@&M@A@A@LT80.0TdQ^@A@AQLT75.0Td@M@A@A@LT70.0TdQ^@A@AQLT65.0Td@M@A@A@LT60.0TdQ^@A@AQLT55.0Td@M@A@A@LT50.0TdQ^@A@AQLT45.0Td@M@A@A@LT40.0TdvQ^@A@AvQLT35.0Tde@yM@A@Ae@LT30.0TdTQh^@A@ATQLT25.0TdB@VM@A@AB@LT20.0RL"ArialEuclid Math TwoGDI-VECTOR-BOLclid Math Two Boldalic#! Boldarlic#SymbolticfPMapI)!.`` !;; % TD$:@A@AD$ L`Histogramta    % ( RL"Arial!8Eu SymbolGDI-VECTOR-ITALICEuclid Symbol Italicalic#! Italicalic#SymbolticfPMapI8'.% T(/k>@A@A(/ L`Frequency % TX28=E@A@A28LP30TX2=@A@A2LP20TX2=@A@A2LP10TT8/=<@A@A8/LP0To@A@AoLpStd. Dev = 22.67 To&@A@Ao LdMean = 78.3To,9@A@Ao, L`N = 109.00 &% % [8B0E2E2E0B0B2E2[8BEEEBBE[8BEEEBBE[8B.E1E1E.B.B1E1% % [8a0d1a0d0d1a1a0[8P0S1P0S0S1P1P0[8>0A1>0A0A1>1>0[8-001-00001-1-0[80100110[8 0 1 0 0 1 1 0[80100110[80100110[80100110[80100110[80100110[80100110[80100110[80100110[8o0r1o0r0r1o1o0[8]0`1]0`0`1]1]0[8L0O1L0O0O1L1L0% % +E1k/ % ZPE1k/E/k/k/k1k1E1E1E/  % '% [@ZBk/Z/Z/k/kBZBZ/Z/  % % [@HZ/H/H/Z/ZHH/H/  % % [@7H/7/7/H/H77/7/  % % [@&7/&/&/7/7&&/&/  % % [@&///&/&//  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@//////  % % [@'////''//  % % [@//////  % % [@y/y/y//yy/y/  % % [@h'y/h/h/y/y'h'h/h/  % % [@V h/V/V/h/h V V/V/  % % [@E'V/E/E/V/V'E'E/E/% Z,E1E/E/E1Z,E/k/E/k/% ( % ( % ( % ( % (  XX0' EMF@{X0' EMF@{    &% % +% % + RL"Arial@ A_@ TSoftare~TP+H@j )^ `` 0 1Terminald % TDv@A@ADvLlSMEAN(LIFEEXPF)   RL"Arialspaceldkght6 Romanr !Sasfontticfw_- #`` !6@5 -1SAS Monospace Boldkht% TdNRb_@A@ANRLT80.0Td)R=_@A@A)RLT75.0TdR_@A@ARLT70.0TdR_@A@ARLT65.0TdR_@A@ARLT60.0TdR_@A@ARLT55.0TdqR_@A@AqRLT50.0TdLR`_@A@ALRLT45.0RL"Arial!Sasfontticfw_! 9`` !@D% TD$:@A@AD$ L`Histogram    % ( RL"Arial!MapInfo CartograicR-VECTORMapInfo Cartographicalic#% T(BkQ@A@A(B L`Frequency % TX28=E@A@A28LP40TX2{=@A@A2{LP30TX2=@A@A2LP20TX2=@A@A2LP10TT8A=N@A@A8ALP0To&@A@AoLpStd. Dev = 10.57 To+8@A@Ao+ LdMean = 70.2To>K@A@Ao> L`N = 109.00 &% % [8B/E2E2E/B/B2E2[8BtEvEvEtBtBvEv[8BEEEBBE[8BEEEBBE[8B?EBEBE?B?BBEB% % [8WBZDWBZBZDWDWB[82B5D2B5B5D2D2B[8BDBBDDB[8BDBBDDB[8BDBBDDB[8BDBBDDB[8{B~D{B~B~D{D{B[8VBYDVBYBYDVDVB% % +E1kA % ZPE1kAEAkAkAk1k1E1E1EA  % '% [@FakAFAFAkAkaFaFAFA  % % [@"FA"A"AFAF""A"A  % % [@"AAA"A"AA  % % [@AAAAAA  % % [@AAAAAA  % % [@AAAAAA  % % [@j&AjAjAA&j&jAjA  % % [@EjAEAEAjAjEEAEA% Z,E1EAEAE1Z,EAkAEAkA% ( % ( % ( % ( % (  FPicture (Enhanced Metafile)StaticEnhancedMetafile9qXX0' EMF|X0' EMF|    &% % +% % + RL"Arial8 A_ 8T,Softare~T\4+H@j)^ `` 0 1Terminal % TDv@A@ADvLAverage male life expectancy  RL"Arial,Softare~T\4+H)^  ``  "MS Sans Serif A_8e8 A_ % TdPRd_@A@APRLT90.0Td/RC_@A@A/RLT80.0TdR"_@A@ARLT70.0TdR_@A@ARLT60.0TdR_@A@ARLT50.0TdR_@A@ARLT40.0TdR_@A@ARLT30.0TdkR_@A@AkRLT20.0TdJR^_@A@AJRLT10.0RL"Ariale8 A_ 8 A_T,Softare~T\4+Hj)^`` v% TD$:@A@AD$ L`Histogram    % ( RL"ArialographicR-VECTORMapInfo Cartographicalic#! Regularlic#SymbolticfK@A@Ao> L`N = 109.00 &% % [8B/E2E2E/B/B2E2[8B]E`E`E]B]B`E`[8BEEEBBE[8BEEEBBE[8BEEEBBE[8BEEEBBE[8B?EBEBE?B?BBEB% % [8YB\DYB\B\DYDYB[88B<D8B<B<D8D8B[8BDBBDDB[8BDBBDDB[8BDBBDDB[8BDBBDDB[8BDBBDDB[8tBwDtBwBwDtDtB[8TBWDTBWBWDTDTB% % +E1kA % ZPE1kAEAkAkAk1k1E1E1EA  % '% [@J<kAJAJAkAk<J<JAJA  % % [@*JA*A*AJAJ**A*A  % % [@ C*A A A*A*C C A A  % % [@ AAA A AA  % % [@AAAAAA  % % [@3AAAA33AA  % % [@EfAEAEAfAfEEAEA% Z,E1EAEAE1Z,EAkAEAkA% ( % ( % ( % ( % (