2010
[104] Arellano-Valle, R. B., and Genton, M. G. (2010), "Multivariate extended skew-t distributions and related families," Metron, Special issue on "Skew-symmetric and flexible distributions", to appear.
[103] Arellano-Valle, R. B., and Genton, M. G. (2010), "An invariance property of quadratic forms in random vectors with a selection distribution, with application to sample variogram and covariogram estimators," Annals of the Institute of Statistical Mathematics, to appear.
[102] Lee, S., Genton, M. G., and Arellano-Valle, R. B. (2010), "Perturbation of numerical confidential data via skew-t distributions," Management Science, to appear.
[101] Ma, Y., Genton, M. G., and Parzen, E. (2010), "Asymptotic properties of sample quantiles of discrete distributions," Annals of the Institute of Statistical Mathematics, to appear.
[100] Marchenko, Y. V., and Genton, M. G. (2010), "Multivariate log-skew-elliptical distributions with applications to precipitation data," Environmetrics, to appear.
2009
[99] Apanasovich, T. V., and Genton, M. G. (2009), "Cross-covariance functions for multivariate random fields based on latent dimensions," Biometrika, to appear.
[98] Arellano-Valle, R. B., Genton, M. G., and Loschi, R. H. (2009), "Shape mixtures of multivariate skew-normal distributions," Journal of Multivariate Analysis, 100, 91-101.
[97] El Ghouch, A., and Genton, M. G. (2009), "Local polynomial quantile regression with parametric features," Journal of the American Statistical Association, to appear.
[96] Hering, A. S., Bell, C. L., and Genton, M. G. (2009), "Modeling spatio-temporal wildfire ignition point patterns," Environmental and Ecological Statistics, Special Issue on Statistics for Wildfire Processes, 16, 225-250.
[95] Hering, A. S., and Genton, M. G. (2009), "Powering up with space-time wind forecasting," Journal of the American Statistical Association, to appear.
[94] Li, B., Murthi, A., Bowman, K., North, G., Genton, M. G., and Sherman, M. (2009), "Statistical tests of Taylor's hypothesis: an application to precipitation fields," Journal of Hydrometeorology, 10, 254-265.
[93] Li, Y., and Genton, M. G. (2009), "Single-index additive vector autoregressive time series models," Scandinavian Journal of Statistics, 36, 369-388.
[92] Park, J. W., Genton, M. G., and Ghosh, S. K. (2009), "Nonparametric autocovariance estimation from censored time series by Gaussian imputation," Journal of Nonparametric Statistics, 21, 241-259.
[91] Sills, E. S., Genton, M. G., Walsh, A. P. H., and Wehbe, S. A. (2009), "Who's asking? Patients may under-report postoperative pain scores to nurses (or over-report to surgeons) following surgery of the female reproductive tract," Archives of Gynecology and Obstetrics, 5, 771-774.
[90] Sills, E. S., Murray, G. U., Genton, M. G., Walsh, D. J., Coull, G. D., and Walsh, A. P. H. (2009), "Clinical features and reproductive outcomes for embryos undergoing dual freeze-thaw sequences followed by blastocyst transfer: critique of 14 consecutive cases in IVF," Fertility and Sterility, 91, 1568-1570.
[89] Wang, Q., Stefanski, L. A., Genton, M. G., and Boos, D. (2009), "Robust time series analysis via measurement error modeling," Statistica Sinica, 19, 1263-1280.
[88] Wu, Y., Genton, M. G., and Stefanski, L. A. (2009), "A comparison of node-splitting rules in recursive partitioning analysis of multivariate quantitative structure activity data," Statistics in Biopharmaceutical Research, 1, 119-130.
2008
[87] Arellano-Valle, R. B., Castro, L. M., Genton, M. G. and Gomez, H. W. (2008), "Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis," Bayesian Analysis, 3, 513-540.
[86] Arellano-Valle, R. B., and Genton, M. G. (2008), "On the exact distribution of the maximum of absolutely continuous dependent random variables," Statistics and Probability Letters, 78, 27-35.
[85] Azzalini, A., and Genton, M. G. (2008), "Robust likelihood methods based on the skew-t and related distributions," International Statistical Review, 76, 106-129.
[84] Butry, D. T., Gumpertz, M. L., and Genton, M. G. (2008), "The production of large and small wildfires," in Holmes, T. P., Prestemon, J. P., and Abt, K. L. (eds.), The Economics of Forest Disturbances: Wildfires, Storms, and Invasive Species, Springer: Dordrecht, The Netherlands, Chapter 5, 79-106.
[83] Genton, M. G., and Koul, H. L. (2008), "Minimum distance inference in unilateral autoregressive lattice processes," Statistica Sinica, 18, 617-631.
[82] Genton, M. G., and Ronchetti, E. (2008), "Robust prediction of beta," in Kontoghiorghes, E. J., Rustem, B. and Winker, P. (eds.), Computational Methods in Financial Engineering, Essays in Honour of Manfred Gilli, Springer, 147-161.
[81] Li, B., Genton, M. G., and Sherman, M. (2008), "On the asymptotic joint distribution of sample space-time covariance estimators," Bernoulli, 14, 228-248.
[80] Li, B., Genton, M. G., and Sherman, M. (2008), "Testing the covariance structure of multivariate random fields," Biometrika, 95, 813-829.
[79] Sills, E. S., McLoughlin, L. J., Genton, M. G., Walsh, D. J., Coull, G. D., and Walsh, A. P. H. (2008), "Ovarian hyperstimulation syndrome and prophylactic human embryo cryopreservation: analysis of reproductive outcome following thawed embryo transfer," Journal of Ovarian Research, 1:7, 1-6.
2007
[78] Arellano-Valle, R. B., and Genton, M. G. (2007), "On the exact distribution of linear combinations of order statistics from dependent random variables," Journal of Multivariate Analysis, 98, 1876-1894.
[77] Azzalini, A., and Genton, M. G. (2007), "On Gauss's characterization of the normal distribution," Bernoulli, 13, 169-174.
[76] Chang, S.-M., and Genton, M. G. (2007), "Extreme value distributions for the skew-symmetric family of distributions," Communications in Statistics: Theory and Methods, Special issue on skew-elliptical distributions and their applications, 36, 1705-1717.
[75] Genton, M. G. (2007), "Separable approximations of space-time covariance matrices," Environmetrics, Special Issue for METMA3, 18, 681-695.
[74] Genton, M. G., and Hall, P. (2007): "Statistical inference for evolving periodic functions," Journal of the Royal Statistical Society, Series B, 69, 643-657.
[73] Genton, M. G., and Hering, A. S. (2007), "Blowing in the wind," Significance, 4, 11-14.
[72] Genton, M. G., Perrin, O., and Taqqu, M. (2007), "Self-similarity and Lamperti transformation for random fields," Stochastic Models, 23, 397-411.
[71] Gneiting, T., Genton, M. G., and Guttorp, P. (2007), "Geostatistical space-time models, stationarity, separability and full symmetry," in Finkenstaedt, B., Held, L. and Isham, V. (eds.), Statistics of Spatio-Temporal Systems, Chapman & Hall/CRC Press, Monographs in Statistics and Applied Probability, 151-175.
[70] Li, B., Genton, M. G., and Sherman, M. (2007), "A nonparametric assessment of properties of space-time covariance functions," Journal of the American Statistical Association, 102, 736-744.
[69] Park, J. W., Genton, M. G., and Ghosh, S. K. (2007), "Censored time series analysis with autoregressive moving average models," The Canadian Journal of Statistics, 35, 151-168.
2006
[68] Arellano-Valle, R. B., Branco, M. D., and Genton, M. G. (2006), "A unified view on skewed distributions arising from selections," The Canadian Journal of Statistics, 34, 581-601.
[67] De Luca, G., Genton, M. G., and Loperfido, N. (2006), "A multivariate Skew-GARCH model," in Advances in Econometrics: Econometric Analysis of Economic and Financial Time Series, Part A (Special volume in honor of Robert Engle and Clive Granger, the 2003 winners of the Nobel Prize in Economics), Terrell, D., Ed., Elsevier, 20, 33-57.
[66] Field, C., and Genton, M. G. (2006), "The multivariate g-and-h distribution," Technometrics, 48, 104-111.
[65] Furrer, R., Genton, M. G., and Nychka, D. (2006), "Covariance tapering for interpolation of large spatial datasets," Journal of Computational and Graphical Statistics, 15, 502-523.
[64] Genton, M. G., Butry, D. T., Gumpertz, M. L., and Prestemon, J. P. (2006), "Spatio-temporal analysis of wildfire ignitions in the St Johns River Water Management District, Florida," International Journal of Wildland Fire, 15, 87-97.
[63] Genton, M. G., Ma, Y., and Parzen, E. (2006), discussion of "Sur une limitation tres generale de la dispersion de la mediane," by M. Frechet, 1940, Journal de la Societe Francaise de Statistique, 147, 51-60.
[62] Gneiting, T., Larson, K., Westrick, K., Genton, M. G., and Aldrich, E. (2006), "Calibrated probabilistic forecasting at the Stateline wind energy center: The regime-switching space-time method," Journal of the American Statistical Association, 101, 968-979.
[61] Mitchell, M., Genton, M. G., and Gumpertz, M. (2006), "A likelihood ratio test for separability of covariances," Journal of Multivariate Analysis, 97, 1025-1043.
[60] Wang, J., and Genton, M. G. (2006), "The multivariate skew-slash distribution," Journal of Statistical Planning and Inference, 136, 209-220.
[59] Wu, Y., Genton, M. G., and Stefanski, L. A. (2006), "A multivariate two-sample mean test for small sample size and missing data," Biometrics, 62, 877-885.
2005
[58] Arellano-Valle, R. B., and Genton, M. G. (2005), "On fundamental skew distributions," Journal of Multivariate Analysis, 96, 93-116.
[57] de Luna, X., and Genton, M. G. (2005), "Predictive spatio-temporal models for spatially sparse environmental data," Statistica Sinica, Special issue in honor of George Tiao's retirement, 15, 547-568.
[56] Genton, M. G. (2005), discussion of "The skew-normal distribution and related multivariate families," by A. Azzalini , Scandinavian Journal of Statistics, 32, 189-198.
[55] Genton, M. G., and Loperfido, N. (2005), "Generalized skew-elliptical distributions and their quadratic forms," Annals of the Institute of Statistical Mathematics, 57, 389-401.
[54] Genton, M. G., and Lucas, A. (2005), discussion of "Breakdown and groups" by L. Davies and U. Gather , Annals of Statistics, 33, 988-993.
[53] Ma, Y., Genton, M. G., and Tsiatis, A. A. (2005), "Locally efficient semiparametric estimators for generalized skew-elliptical distributions," Journal of the American Statistical Association, 100, 980-989.
[52] Mitchell, M., Genton, M. G., and Gumpertz, M. (2005), "Testing for separability of space-time covariances," Environmetrics, 16, 819-831.
[51] Naveau, P., Genton, M. G., and Shen, X. (2005), "A skewed Kalman filter," Journal of Multivariate Analysis, 94, 382-400.
2004
[50] Baloch, S. H., Krim, H., and Genton, M. G. (2004), "Shape representation with flexible skew-symmetric distributions," in Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall / CRC, Boca Raton, FL, pp. 291-308.
[49] de Luna, X., and Genton, M. G. (2004), "Spatio-temporal autoregressive models for US unemployment rate," in Advances in Econometrics: Spatial and Spatiotemporal Econometrics, J. P. Lesage, R. K. Pace (eds), Elsevier, 18, 283-298.
[48] Eyer, L., and Genton, M. G. (2004), "An astronomical distance determination method using regression with skew-normal errors," in Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall / CRC, Boca Raton, FL, pp. 309-319.
[47] Genton, M. G. (2004), Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Edited Volume, Chapman & Hall / CRC, Boca Raton, FL, 416 pp. (New book)
[46] Genton, M. G. (2004), "Skew-symmetric and generalized skew-elliptical distributions," in Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall / CRC, Boca Raton, FL, pp. 81-100.
[45] Genton, M. G., and Perrin, O. (2004), "On a time deformation reducing nonstationary stochastic processes to local stationarity," Journal of Applied Probability, 41, 236-249.
[44] Gorsich, D. J., and Genton, M. G. (2004), "On the discretization of nonparametric isotropic covariogram estimators," Statistics and Computing, 14, 99-108.
[43] Ma, Y., and Genton, M. G. (2004), "A flexible class of skew-symmetric distributions," Scandinavian Journal of Statistics, 31, 459-468.
[42] Ma, Y., Genton, M. G., and Davidian, M. (2004), "Linear mixed effects models with flexible generalized skew-elliptical random effects," in Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall / CRC, Boca Raton, FL, pp. 339-358.
[41] Naveau, P., Genton, M. G., and Ammann, C. (2004), "Time series analysis with a skewed Kalman filter," in Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall / CRC, Boca Raton, FL, pp. 259-278.
[40] Wang, J., Boyer, J., and Genton, M. G. (2004), "A skew-symmetric representation of multivariate distributions," Statistica Sinica, 14, 1259-1270.
[39] Wang, J., Boyer, J., and Genton, M. G. (2004), "A note on an equivalence between chi-square and generalized skew-normal distributions," Statistics and Probability Letters, 66, 395-398.
2003
[38] Ehm, W., Genton, M. G., and Gneiting, T. (2003), "Stationary covariances associated with exponentially convex functions," Bernoulli, 9, 607-615.
[37] Genton, M. G. (2003), "Breakdown-point for spatially and temporally correlated observations," Developments in Robust Statistics, International Conference on Robust Statistics 2001, R. Dutter, P. Filzmoser, U. Gather and P. J. Rousseeuw eds, Springer, Heidelberg, 148-159.
[36] Genton, M. G., and Furrer, R. (2003), "Analysis of Rainfall Data by Robust Spatial Statistics using S+SpatialStats," in Mapping radioactivity in the environment - Spatial Interpolation Comparison 97, G. Dubois, J. Malczewski, M. De Cort (eds), 118-129.
[35] Genton, M. G., and Furrer, R. (2003), "Analysis of Rainfall Data by Simple Good Sense: is Spatial Statistics Worth the Trouble?," in Mapping radioactivity in the environment - Spatial Interpolation Comparison 97, G. Dubois, J. Malczewski, M. De Cort (eds), 45-50.
[34] Genton, M. G., and Lucas, A. (2003), "Comprehensive definitions of breakdown-points for independent and dependent observations," Journal of the Royal Statistical Society, Series B, 65, 81-94.
[33] Genton, M. G., and Ronchetti, E. (2003), "Robust indirect inference," Journal of the American Statistical Association, 98, 67-76.
[32] Genton, M. G., and Thompson, K. R. (2003), "Skew-elliptical time series with application to flooding risk," in Time Series Analysis and Applications to Geophysical Systems, D. R. Brillinger, E. A. Robinson, F. P. Schoenberg (eds), IMA Volume in Mathematics and its Applications 139, Springer, 169-186.
2002
[31] de Luna, X., and Genton, M. G. (2002), "Simulation-based inference for simultaneous processes on regular lattices," Statistics and Computing, 12, 125-134.
[30] Genton, M. G., and Gorsich, D. J. (2002), "Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices," Computational Statistics and Data Analysis, Special issue on Matrix Computations and Statistics, 41, 47-57.
[29] Gorsich, D. J., Genton, M. G., and Strang, G. (2002), "Eigenstructures of spatial design matrices," Journal of Multivariate Analysis, 80, 138-165.
2001
[28] de Luna, X., and Genton, M. G. (2001), "Robust simulation-based estimation of ARMA models," Journal of Computational and Graphical Statistics, 10, 370-387.
[27] Genton, M. G. (2001), "Classes of kernels for Machine Learning: a Statistics perspective," Journal of Machine Learning Research, Special issue on Kernel Methods, 2, 299-312.
[26] Genton, M. G. (2001), " Robustness problems in the analysis of spatial data," in Spatial Statistics: Methodological Aspects and Applications, Marc Moore (Editor), Springer Lecture Notes in Statistics 159, 21-37.
[25] Genton, M. G. (2001), "The change-of-variance function: a tool to explore the effects of dependencies in spatial statistics," Journal of Statistical Planning and Inference, 98, 191-209.
[24] Genton, M. G., He, L., and Liu, X. (2001), "Moments of skew-normal random vectors and their quadratic forms," Statistics and Probability Letters, 51, 319-325.
[23] Ma, Y., and Genton, M. G. (2001), "Highly robust estimation of dispersion matrices," Journal of Multivariate Analysis, 78, 11-36.
[22] Sills, E. S., Genton, M. G., Perloe, M., Schattman, G. L., Bralley, J. A., and Tucker, M. J. (2001), "Plasma homocysteine, fasting insulin, and androgen patterns among women with polycystic ovaries and infertility," Journal of Obstetrics and Gynaecology Research, 27, 163-168.
[21] Sills, E. S., Perloe, M., Tucker, M. J., Kaplan, C. R., Genton, M. G., and Schattman, G. L. (2001), "Diagnostic and treatment characteristics of polycystic ovary syndrome: descriptive measurements of patient perception and awareness from 657 confidential self-reports," BMC Women's Health, 1, 1-5.
2000
[20] Genton, M. G. (2000), "The correlation structure of Matheron's classical variogram estimator under elliptically contoured distributions," Mathematical Geology, 32, 127-137.
[19] Genton, M. G., and de Luna, X. (2000), "Robust simulation-based estimation," Statistics and Probability Letters, 48, 253-259.
[18] Gorsich, D. J., and Genton, M. G. (2000), "Variogram model selection via nonparametric derivative estimation," Mathematical Geology, 32, 249-270.
[17] Ma, Y., and Genton, M. G. (2000), "Highly robust estimation of the autocovariance function," Journal of Time Series Analysis, 21, 663-684.
[16] Sills, E. S., Genton, M. G., Perloe, M., Schattman, G. L., Bralley, J. A., and Tucker, M. J. (2000), "Patient perception and awareness regarding diagnosis and treatment of polycystic ovary syndrome (PCOS) as measured by confidential self-reports ," Fertility and Sterility, 74, S190-S191.
[15] Sills, E. S., Genton, M. G., Perloe, M., Schattman, G. L., Bralley, J. A., and Tucker, M. J. (2000), "Plasminogen activator inhibitor-1 levels, prothrombin G20210A and methyltetrahydrofolate reductase C677T gene polymorphism frequencies, and reproductive history: Correlations with ultrasonographic ovarian morphology ," Fertility and Sterility, 74, S13-S14.
1999
[14] de Luna, X., and Genton, M. G. (1999), "Indirect inference for spatio-temporal autoregression models," Proceedings of the Workshop Spatial-temporal modeling and its application, Leeds, UK, 61-64.
[13] Eyer, L., and Genton, M. G. (1999), "Characterization of variable stars by robust wave variograms: an application to Hipparcos mission," Astronomy and Astrophysics, Supplement Series, 136, 421-428.
[12] Furrer, R., and Genton, M. G. (1999), "Robust spatial data analysis of Lake Geneva sediments with S+SpatialStats," Systems Research and Information Systems, special issue on Spatial Data, 8, 257-272.
[11] Genton, M. G. (1999), "The correlation structure of the sample autocovariance function for a particular class of time series with elliptically contoured distribution," Statistics and Probability Letters, 41, 131-137.
[10] Genton, M. G., and Ma, Y. (1999), "Robustness properties of dispersion estimators," Statistics and Probability Letters, 44, 343-350.
1998
[9] Genton, M. G. (1998), "Asymptotic variance of M-estimators for dependent Gaussian random variables," Statistics and Probability Letters, 38, 255-261.
[8] Genton, M. G. (1998), "Spatial breakdown point of variogram estimators," Mathematical Geology, 30, 853-871.
[7] Genton, M. G. (1998), "Variogram fitting by generalized least squares using an explicit formula for the covariance structure," Mathematical Geology, 30, 323-345.
[6] Genton, M. G. (1998), "Highly robust variogram estimation," Mathematical Geology, 30, 213-221.
[5] Genton, M. G., and Furrer, R. (1998), "Analysis of rainfall data by robust spatial statistics using S+SpatialStats," Journal of Geographic Information and Decision Analysis, 2, 126-136.
[4] Genton, M. G., and Furrer, R. (1998), "Analysis of rainfall data by simple good sense: is spatial statistics worth the trouble?," Journal of Geographic Information and Decision Analysis, 2, 11-17.
1997
[3] Benvenuti, J.-F., Rakotomanana, L., Leyvraz, P. F., Pioletti, D., Heegaard, J. H., and Genton, M. G. (1997), "Displacements of the tibial tuberosity: effects of the surgical parameters," Clinical Orthopaedics and Related Research, 343, 224-234.
1996
[2] Genton, M. G. (1996), "Robustesse dans l'estimation et l'ajustement du variogramme en géostatistique," Ph.D. Thesis, Dept. of Mathematics, Swiss Federal Institute of Technology at Lausanne, Switzerland, 132 p.
1995
[1] Genton, M. G., and Rousseeuw, P. J. (1995), "The change-of-variance function of M-estimators of scale under general contamination," Journal of Computational and Applied Mathematics, 64, 69-80.