1 1 0 0 0 0 0 0 1 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 0 0 217500000 1 32 800 600 48835000000 0 48617500000 0 217500000 4.000000 1.000000 12 6000 1 2 16000 0 85 0 Stat 653 Advanced Topics in Regression & ANOVA 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 1 217500000 1737500000 1 32 800 600 48835000000 217500000 47097500000 217500000 1737500000 4.000000 1.000000 12 6000 1 2 16000 0 85 1 Sections 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 2 1737500000 2212500000 1 32 800 600 48835000000 1737500000 46622500000 1737500000 2212500000 4.000000 1.000000 12 6000 1 2 16000 0 85 2 Office Hours 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 3 2212500000 3565000000 1 32 800 600 48835000000 2212500000 45270000000 2212500000 3565000000 4.000000 1.000000 12 6000 1 2 16000 0 85 3 Learning Outcome for the Class 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 4 3565000000 4810000000 1 32 800 600 48835000000 3565000000 44025000000 3565000000 4810000000 4.000000 1.000000 12 6000 1 2 16000 0 85 4 What This Class Is Not 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 5 4810000000 7217500000 1 32 800 600 48835000000 4810000000 41617500000 4810000000 7217500000 4.000000 1.000000 12 6000 1 2 16000 0 85 5 Student Evaluation of Dr. Speed Fall 2005 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 6 7217500000 8647500000 1 32 800 600 48835000000 7217500000 40187500000 7217500000 8647500000 4.000000 1.000000 12 6000 1 2 16000 0 85 6 Continued 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 7 8647500000 10562500000 1 32 800 600 48835000000 8647500000 38272500000 8647500000 10562500000 4.000000 1.000000 12 6000 1 2 16000 0 85 7 Continued 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 8 10562500000 10700000000 1 32 800 600 48835000000 10562500000 38135000000 10562500000 10700000000 4.000000 1.000000 12 6000 1 2 16000 0 85 8 Continued 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 9 10700000000 22725000000 1 32 800 600 48835000000 10700000000 26110000000 10700000000 22725000000 4.000000 1.000000 12 6000 1 2 16000 0 85 9 Dostat 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 10 22725000000 23060000000 1 32 800 600 48835000000 22725000000 25775000000 22725000000 23060000000 4.000000 1.000000 12 6000 1 2 16000 0 85 10 Now What 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 11 23060000000 23100000000 1 32 800 600 48835000000 23060000000 25735000000 23060000000 23100000000 4.000000 1.000000 12 6000 1 2 16000 0 85 11 Introductory Statistical Concepts 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 12 23100000000 25385000000 1 32 800 600 48835000000 23100000000 23450000000 23100000000 25385000000 4.000000 1.000000 12 6000 1 2 16000 0 85 12 Purpose of These Lectures 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 13 25385000000 25680000000 1 32 800 600 48835000000 25385000000 23155000000 25385000000 25680000000 4.000000 1.000000 12 6000 1 2 16000 0 85 13 Part I. Statistics & Scientific Reductionism 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 14 25680000000 26080000000 1 32 800 600 48835000000 25680000000 22755000000 25680000000 26080000000 4.000000 1.000000 12 6000 1 2 16000 0 85 14 The Need to Simplify 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 15 26080000000 26410000000 1 32 800 600 48835000000 26080000000 22425000000 26080000000 26410000000 4.000000 1.000000 12 6000 1 2 16000 0 85 15 Science Break Things into Parts Simplify 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 16 26410000000 26977500000 1 32 800 600 48835000000 26410000000 21857500000 26410000000 26977500000 4.000000 1.000000 12 6000 1 2 16000 0 85 16 The Nature of Science Break Things into Parts 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 17 26977500000 27367500000 1 32 800 600 48835000000 26977500000 21467500000 26977500000 27367500000 4.000000 1.000000 12 6000 1 2 16000 0 85 17 Survey 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 18 27367500000 27710000000 1 32 800 600 48835000000 27367500000 21125000000 27367500000 27710000000 4.000000 1.000000 12 6000 1 2 16000 0 85 18 The Nature of Science and Statistics 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 19 27710000000 28612500000 1 32 800 600 48835000000 27710000000 20222500000 27710000000 28612500000 4.000000 1.000000 12 6000 1 2 16000 0 85 19 Decomposition & Composition 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 20 28612500000 28747500000 1 32 800 600 48835000000 28612500000 20087500000 28612500000 28747500000 4.000000 1.000000 12 6000 1 2 16000 0 85 20 O.E.L. Observed Essential Leftover 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 21 28747500000 29647500000 1 32 800 600 48835000000 28747500000 19187500000 28747500000 29647500000 4.000000 1.000000 12 6000 1 2 16000 0 85 21 Example 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 22 29647500000 30027500000 1 32 800 600 48835000000 29647500000 18807500000 29647500000 30027500000 4.000000 1.000000 12 6000 1 2 16000 0 85 22 SPSS Code 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 23 30027500000 30800000000 1 32 800 600 48835000000 30027500000 18035000000 30027500000 30800000000 4.000000 1.000000 12 6000 1 2 16000 0 85 23 Practice Problem 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 24 30800000000 31957500000 1 32 800 600 48835000000 30800000000 16877500000 30800000000 31957500000 4.000000 1.000000 12 6000 1 2 16000 0 85 24 Example 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 25 31957500000 32882500000 1 32 800 600 48835000000 31957500000 15952500000 31957500000 32882500000 4.000000 1.000000 12 6000 1 2 16000 0 85 25 Composition 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 26 32882500000 33082500000 1 32 800 600 48835000000 32882500000 15752500000 32882500000 33082500000 4.000000 1.000000 12 6000 1 2 16000 0 85 26 Example - Composition 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 27 33082500000 33302500000 1 32 800 600 48835000000 33082500000 15532500000 33082500000 33302500000 4.000000 1.000000 12 6000 1 2 16000 0 85 27 Aristotle 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 28 33302500000 33567500000 1 32 800 600 48835000000 33302500000 15267500000 33302500000 33567500000 4.000000 1.000000 12 6000 1 2 16000 0 85 28 The Leftovers 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 29 33567500000 33595000000 1 32 800 600 48835000000 33567500000 15240000000 33567500000 33595000000 4.000000 1.000000 12 6000 1 2 16000 0 85 29 Aristotle – Now After Stat 101 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 30 33595000000 34540000000 1 32 800 600 48835000000 33595000000 14295000000 33595000000 34540000000 4.000000 1.000000 12 6000 1 2 16000 0 85 30 Importance of Leftovers 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 31 34540000000 34800000000 1 32 800 600 48835000000 34540000000 14035000000 34540000000 34800000000 4.000000 1.000000 12 6000 1 2 16000 0 85 31 Standard Deviation 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 32 34800000000 34807500000 1 32 800 600 48835000000 34800000000 14027500000 34800000000 34807500000 4.000000 1.000000 12 6000 1 2 16000 0 85 32 Variation in the Leftovers The Standard Deviation 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 33 34807500000 34817500000 1 32 800 600 48835000000 34807500000 14017500000 34807500000 34817500000 4.000000 1.000000 12 6000 1 2 16000 0 85 33 Survey 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 34 34817500000 34825000000 1 32 800 600 48835000000 34817500000 14010000000 34817500000 34825000000 4.000000 1.000000 12 6000 1 2 16000 0 85 34 Burglary Data Rates Per 1000 households by Year 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 35 34825000000 34840000000 1 32 800 600 48835000000 34825000000 13995000000 34825000000 34840000000 4.000000 1.000000 12 6000 1 2 16000 0 85 35 Decompose 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 36 34840000000 34852500000 1 32 800 600 48835000000 34840000000 13982500000 34840000000 34852500000 4.000000 1.000000 12 6000 1 2 16000 0 85 36 SPSS Steps 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 37 34852500000 34860000000 1 32 800 600 48835000000 34852500000 13975000000 34852500000 34860000000 4.000000 1.000000 12 6000 1 2 16000 0 85 37 SPSS Code 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 38 34860000000 34865000000 1 32 800 600 48835000000 34860000000 13970000000 34860000000 34865000000 4.000000 1.000000 12 6000 1 2 16000 0 85 38 SPSS 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 39 34865000000 34877500000 1 32 800 600 48835000000 34865000000 13957500000 34865000000 34877500000 4.000000 1.000000 12 6000 1 2 16000 0 85 39 The Distribution of the Data (Shape of Data) 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 40 34877500000 34912500000 1 32 800 600 48835000000 34877500000 13922500000 34877500000 34912500000 4.000000 1.000000 12 6000 1 2 16000 0 85 40 Survey 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 41 34912500000 35095000000 1 32 800 600 48835000000 34912500000 13740000000 34912500000 35095000000 4.000000 1.000000 12 6000 1 2 16000 0 85 41 Known Distribution 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 42 35095000000 35100000000 1 32 800 600 48835000000 35095000000 13735000000 35095000000 35100000000 4.000000 1.000000 12 6000 1 2 16000 0 85 42 Classical Distributions Normal 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 43 35100000000 35112500000 1 32 800 600 48835000000 35100000000 13722500000 35100000000 35112500000 4.000000 1.000000 12 6000 1 2 16000 0 85 43 Normal - Overlay 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 44 35112500000 35117500000 1 32 800 600 48835000000 35112500000 13717500000 35112500000 35117500000 4.000000 1.000000 12 6000 1 2 16000 0 85 44 Classical Distributions Normal 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 45 35117500000 35130000000 1 32 800 600 48835000000 35117500000 13705000000 35117500000 35130000000 4.000000 1.000000 12 6000 1 2 16000 0 85 45 Known Distribution 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 46 35130000000 36305000000 1 32 800 600 48835000000 35130000000 12530000000 35130000000 36305000000 4.000000 1.000000 12 6000 1 2 16000 0 85 46 Survey 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 47 36305000000 36425000000 1 32 800 600 48835000000 36305000000 12410000000 36305000000 36425000000 4.000000 1.000000 12 6000 1 2 16000 0 85 47 Known Distribution 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 48 36425000000 36922500000 1 32 800 600 48835000000 36425000000 11912500000 36425000000 36922500000 4.000000 1.000000 12 6000 1 2 16000 0 85 48 Classical Distributions Normal 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 49 36922500000 37377500000 1 32 800 600 48835000000 36922500000 11457500000 36922500000 37377500000 4.000000 1.000000 12 6000 1 2 16000 0 85 49 Normal - Overlay 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 50 37377500000 37475000000 1 32 800 600 48835000000 37377500000 11360000000 37377500000 37475000000 4.000000 1.000000 12 6000 1 2 16000 0 85 50 Classical Distributions Uniform 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 51 37475000000 37585000000 1 32 800 600 48835000000 37475000000 11250000000 37475000000 37585000000 4.000000 1.000000 12 6000 1 2 16000 0 85 51 Uniform - Overlay 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 52 37585000000 37895000000 1 32 800 600 48835000000 37585000000 10940000000 37585000000 37895000000 4.000000 1.000000 12 6000 1 2 16000 0 85 52 Classical Distributions Chi- Square 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 53 37895000000 40025000000 1 32 800 600 48835000000 37895000000 8810000000 37895000000 40025000000 4.000000 1.000000 12 6000 1 2 16000 0 85 53 Survey 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 54 40025000000 40050000000 1 32 800 600 48835000000 40025000000 8785000000 40025000000 40050000000 4.000000 1.000000 12 6000 1 2 16000 0 85 54 Generate A Sample From a Known Distribution 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 55 40050000000 40057500000 1 32 800 600 48835000000 40050000000 8777500000 40050000000 40057500000 4.000000 1.000000 12 6000 1 2 16000 0 85 55 MPG Example 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 56 40057500000 40072500000 1 32 800 600 48835000000 40057500000 8762500000 40057500000 40072500000 4.000000 1.000000 12 6000 1 2 16000 0 85 56 MPG - Composition 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 57 40072500000 40087500000 1 32 800 600 48835000000 40072500000 8747500000 40072500000 40087500000 4.000000 1.000000 12 6000 1 2 16000 0 85 57 SPSS Code 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 58 40087500000 40095000000 1 32 800 600 48835000000 40087500000 8740000000 40087500000 40095000000 4.000000 1.000000 12 6000 1 2 16000 0 85 58 Simulated MPG 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 59 40095000000 40107500000 1 32 800 600 48835000000 40095000000 8727500000 40095000000 40107500000 4.000000 1.000000 12 6000 1 2 16000 0 85 59 MPG - Histogram 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 60 40107500000 40137500000 1 32 800 600 48835000000 40107500000 8697500000 40107500000 40137500000 4.000000 1.000000 12 6000 1 2 16000 0 85 60 Simulated Sample 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 61 40137500000 40152500000 1 32 800 600 48835000000 40137500000 8682500000 40137500000 40152500000 4.000000 1.000000 12 6000 1 2 16000 0 85 61 Practice 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 62 40152500000 40162500000 1 32 800 600 48835000000 40152500000 8672500000 40152500000 40162500000 4.000000 1.000000 12 6000 1 2 16000 0 85 62 Generate a normal with mean 0 and standard deviation of s=1.5 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 63 40162500000 41282500000 1 32 800 600 48835000000 40162500000 7552500000 40162500000 41282500000 4.000000 1.000000 12 6000 1 2 16000 0 85 63 Summary 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 64 41282500000 42000000000 1 32 800 600 48835000000 41282500000 6835000000 41282500000 42000000000 4.000000 1.000000 12 6000 1 2 16000 0 85 64 Assignment 1 C:\Documents and Settings\mspeed\My Documents\Camtasia Studio\L00_new.avi 0 65 42000000000 48835000000 1 32 800 600 48835000000 42000000000 0 42000000000 48835000000 4.000000 1.000000 12 6000 1 2 16000 0 85 65 Part II. Basic Statistical Concepts 1 0 Stat 653 Advanced Topics in Regression & ANOVA 1 0 217500000 Sections 1 1 350000000 Presentation Paused 1 1 380000000 Presentation Resumed 1 1 1737500000 Office Hours 1 2 2212500000 Learning Outcome for the Class 1 3 3565000000 What This Class Is Not 1 4 4810000000 Student Evaluation of Dr. Speed Fall 2005 1 5 7217500000 Continued 1 6 8647500000 Continued 1 7 10562500000 Continued 1 8 10700000000 Dostat 1 9 10895000000 Presentation Paused 1 9 22700000000 Presentation Resumed 1 9 22725000000 Now What 1 10 23060000000 Introductory Statistical Concepts 1 11 23100000000 Purpose of These Lectures 1 12 25385000000 Part I. Statistics & Scientific Reductionism 1 13 25680000000 The Need to Simplify 1 14 26080000000 Science Break Things into Parts Simplify 1 15 26410000000 The Nature of Science Break Things into Parts 1 16 26977500000 Survey 1 17 27367500000 The Nature of Science and Statistics 1 18 27710000000 Decomposition & Composition 1 19 28612500000 O.E.L. Observed Essential Leftover 1 20 28747500000 Example 1 21 29647500000 SPSS Code 1 22 30027500000 Practice Problem 1 23 30435000000 Presentation Paused 1 23 30522500000 Presentation Resumed 1 23 30800000000 Example 1 24 31282500000 Presentation Paused 1 24 31935000000 Presentation Resumed 1 24 31957500000 Composition 1 25 32882500000 Example - Composition 1 26 33082500000 Aristotle 1 27 33302500000 The Leftovers 1 28 33567500000 Aristotle – Now After Stat 101 1 29 33595000000 Importance of Leftovers 1 30 34540000000 Standard Deviation 1 31 34800000000 Variation in the Leftovers The Standard Deviation 1 32 34807500000 Survey 1 33 34817500000 Burglary Data Rates Per 1000 households by Year 1 34 34825000000 Decompose 1 35 34840000000 SPSS Steps 1 36 34852500000 SPSS Code 1 37 34860000000 SPSS 1 38 34865000000 The Distribution of the Data (Shape of Data) 1 39 34877500000 Survey 1 40 34912500000 Known Distribution 1 41 35095000000 Classical Distributions Normal 1 42 35100000000 Normal - Overlay 1 43 35112500000 Classical Distributions Normal 1 44 35117500000 Known Distribution 1 45 35130000000 Survey 1 46 36305000000 Known Distribution 1 47 36425000000 Classical Distributions Normal 1 48 36922500000 Normal - Overlay 1 49 37377500000 Classical Distributions Uniform 1 50 37475000000 Uniform - Overlay 1 51 37585000000 Classical Distributions Chi- Square 1 52 37895000000 Survey 1 53 40025000000 Generate A Sample From a Known Distribution 1 54 40050000000 MPG Example 1 55 40057500000 MPG - Composition 1 56 40072500000 SPSS Code 1 57 40087500000 Simulated MPG 1 58 40095000000 MPG - Histogram 1 59 40107500000 Simulated Sample 1 60 40137500000 Practice 1 61 40152500000 Generate a normal with mean 0 and standard deviation of s=1.5 1 62 40162500000 Summary 1 63 41282500000 Assignment 1 64 42000000000 Part II. Basic Statistical Concepts 1 65 32 000 Application Share – I will use EG http://dist.stat.tamu.edu/pub/JavaTesting/japplet1.html Add web link http://www.ojp.usdoj.gov/bjs/glance/tables/proptrdtab.htm App Share