Marc G. Genton - Publications

Affiliations: 
North Carolina State University, Raleigh, NC 
Area:
Statistics

176 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Zhang Z, Arellano-Valle RB, Genton MG, Huser R. Tractable bayes of skew-elliptical link models for correlated binary data. Biometrics. PMID 35950524 DOI: 10.1111/biom.13731  0.306
2020 Martínez‐Hernández I, Genton MG. Nonparametric trend estimation in functional time series with application to annual mortality rates. Biometrics. PMID 32797623 DOI: 10.1111/Biom.13353  0.396
2020 Litvinenko A, Kriemann R, Genton MG, Sun Y, Keyes DE. HLIBCov: Parallel hierarchical matrix approximation of large covariance matrices and likelihoods with applications in parameter identification. Methodsx. 7: 100600. PMID 32021810 DOI: 10.1016/J.Mex.2019.07.001  0.381
2020 Shi J, Tong T, Wang Y, Genton MG. Estimating the mean and variance from the five-number summary of a log-normal distribution Statistics and Its Interface. 13: 519-531. DOI: 10.4310/Sii.2020.V13.N4.A9  0.411
2020 Martínez-Hernández I, Genton MG. Recent developments in complex and spatially correlated functional data Brazilian Journal of Probability and Statistics. 34: 204-229. DOI: 10.1214/20-Bjps466  0.314
2020 Das S, Genton MG. On the Stationary Marginal Distributions of Subclasses of Multivariate Setar Processes of Order One Journal of Time Series Analysis. 41: 406-420. DOI: 10.1111/Jtsa.12514  0.36
2020 Bachoc F, Genton MG, Nordhausen K, Ruiz-Gazen A, Virta J. Spatial Blind Source Separation Biometrika. 107: 627-646. DOI: 10.1093/Biomet/Asz079  0.418
2020 Lenzi A, Castruccio S, Rue H, Genton MG. Improving Bayesian Local Spatial Models in Large Data Sets Journal of Computational and Graphical Statistics. 1-28. DOI: 10.1080/10618600.2020.1814789  0.346
2020 Vettori S, Huser R, Segers J, Genton MG. Bayesian Model Averaging Over Tree-based Dependence Structures for Multivariate Extremes Journal of Computational and Graphical Statistics. 29: 174-190. DOI: 10.1080/10618600.2019.1647847  0.333
2020 Salvaña MLO, Genton MG. Nonstationary cross-covariance functions for multivariate spatio-temporal random fields Spatial Statistics. 37: 100411. DOI: 10.1016/J.Spasta.2020.100411  0.397
2020 Tagle F, Castruccio S, Genton MG. A hierarchical bi-resolution spatial skew-t model Spatial Statistics. 35: 100398. DOI: 10.1016/J.Spasta.2019.100398  0.45
2020 Dai W, Mrkvicka T, Sun Y, Genton MG. Functional outlier detection and taxonomy by sequential transformations Computational Statistics & Data Analysis. 149: 106960. DOI: 10.1016/J.Csda.2020.106960  0.331
2020 Qu Z, Dai W, Genton MG. Robust Functional Multivariate Analysis of Variance with Environmental Applications Environmetrics. DOI: 10.1002/Env.2641  0.334
2019 Vettori S, Huser R, Genton MG. Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Biometrics. 75: 831-841. PMID 31009072 DOI: 10.1111/Biom.13051  0.355
2019 Jeong J, Yan Y, Castruccio S, Genton MG. A Stochastic Generator of Global Monthly Wind Energy with Tukey g-and-h Autoregressive Processes Statistica Sinica. DOI: 10.5705/Ss.202017.0474  0.382
2019 Tagle F, Castruccio S, Crippa P, Genton MG. A Non‐Gaussian Spatio‐Temporal Model for Daily Wind Speeds Based on a Multi‐Variate Skew‐t Distribution Journal of Time Series Analysis. 40: 312-326. DOI: 10.1111/Jtsa.12437  0.321
2019 Krupskii P, Genton MG. A Copula Model for Non-Gaussian Multivariate Spatial Data Journal of Multivariate Analysis. 169: 264-277. DOI: 10.1016/J.Jmva.2018.09.007  0.441
2019 Litvinenko A, Sun Y, Genton MG, Keyes DE. Likelihood approximation with hierarchical matrices for large spatial datasets Computational Statistics & Data Analysis. 137: 115-132. DOI: 10.1016/J.Csda.2019.02.002  0.383
2019 Martínez-Hernández I, Genton MG, González-Farías G. Robust depth-based estimation of the functional autoregressive model Computational Statistics & Data Analysis. 131: 66-79. DOI: 10.1016/J.Csda.2018.06.003  0.406
2019 Dai W, Genton MG. Directional outlyingness for multivariate functional data Computational Statistics & Data Analysis. 131: 50-65. DOI: 10.1016/J.Csda.2018.03.017  0.368
2019 Chen W, Genton MG. Parametric variogram matrices incorporating both bounded and unbounded functions Stochastic Environmental Research and Risk Assessment. 33: 1669-1679. DOI: 10.1007/S00477-019-01710-1  0.374
2018 Hu Z, Tong T, Genton MG. Diagonal Likelihood Ratio Test for Equality of Mean Vectors in High-Dimensional Data. Biometrics. PMID 30325005 DOI: 10.1111/Biom.12984  0.36
2018 Castruccio S, Ombao H, Genton MG. A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data. Biometrics. PMID 29359375 DOI: 10.1111/Biom.12844  0.343
2018 Dai W, Genton MG. An Outlyingness Matrix for Multivariate Functional Data Classification Statistica Sinica. DOI: 10.5705/Ss.202016.0537  0.361
2018 Krupskii P, Genton MG. Linear factor copula models and their properties Scandinavian Journal of Statistics. 45: 861-878. DOI: 10.1111/Sjos.12325  0.369
2018 Abdulah S, Ltaief H, Sun Y, Genton MG, Keyes DE. ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems Ieee Transactions On Parallel and Distributed Systems. 29: 2771-2784. DOI: 10.1109/Tpds.2018.2850749  0.398
2018 Genton MG, Keyes DE, Turkiyyah G. Hierarchical Decompositions for the Computation of High-Dimensional Multivariate Normal Probabilities Journal of Computational and Graphical Statistics. 27: 268-277. DOI: 10.1080/10618600.2017.1375936  0.307
2018 Krupskii P, Huser R, Genton MG. Factor Copula Models for Replicated Spatial Data Journal of the American Statistical Association. 113: 467-479. DOI: 10.1080/01621459.2016.1261712  0.439
2018 Chen W, Castruccio S, Genton MG, Crippa P. Current and Future Estimates of Wind Energy Potential Over Saudi Arabia Journal of Geophysical Research. 123: 6443-6459. DOI: 10.1029/2017Jd028212  0.322
2018 Castruccio S, Genton MG. Principles for statistical inference on big spatio-temporal data from climate models Statistics & Probability Letters. 136: 92-96. DOI: 10.1016/J.Spl.2018.02.026  0.396
2018 Arellano-Valle RB, Ferreira CS, Genton MG. Scale and shape mixtures of multivariate skew-normal distributions Journal of Multivariate Analysis. 166: 98-110. DOI: 10.1016/J.Jmva.2018.02.007  0.446
2018 Krupskii P, Joe H, Lee D, Genton MG. Extreme-value limit of the convolution of exponential and multivariate normal distributions: Link to the Hüsler–Reiß distribution Journal of Multivariate Analysis. 163: 80-95. DOI: 10.1016/J.Jmva.2017.10.006  0.429
2018 Cao J, Genton MG, Keyes DE, Turkiyyah GM. Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities Statistics and Computing. 29: 585-598. DOI: 10.1007/S11222-018-9825-3  0.337
2018 Vettori S, Huser R, Genton MG. A comparison of dependence function estimators in multivariate extremes Statistics and Computing. 28: 525-538. DOI: 10.1007/S11222-017-9745-7  0.427
2017 Jeong J, Jun M, Genton MG. Spherical Process Models for Global Spatial Statistics Statistical Science. 32: 501-513. PMID 30983695 DOI: 10.1214/17-Sts620  0.43
2017 Ghosh S, Dutta S, Genton MG. A note on inconsistent families of discrete multivariate distributions Journal of Statistical Distributions and Applications. 4: 1-13. DOI: 10.1186/S40488-017-0061-8  0.344
2017 Xu G, Genton MG. Tukey g-and-h Random Fields Journal of the American Statistical Association. 112: 1236-1249. DOI: 10.1080/01621459.2016.1205501  0.397
2017 Krupskii P, Genton MG. Factor copula models for data with spatio-temporal dependence Spatial Statistics. 22: 180-195. DOI: 10.1016/J.Spasta.2017.10.001  0.426
2017 Yan Y, Genton MG. Gaussian likelihood inference on data from trans-Gaussian random fields with Matérn covariance function Environmetrics. 29: e2458. DOI: 10.1002/Env.2458  0.46
2017 Dutta S, Genton MG. Depth‐weighted robust multivariate regression with application to sparse data Canadian Journal of Statistics-Revue Canadienne De Statistique. 45: 164-184. DOI: 10.1002/Cjs.11315  0.445
2016 Cochran JE, Hardenstine RS, Braun CD, Skomal GB, Thorrold SR, Xu K, Genton MG, Berumen ML. Population structure of a whale shark Rhincodon typus aggregation in the Red Sea. Journal of Fish Biology. PMID 27401632 DOI: 10.1111/Jfb.13054  0.323
2016 Rubio FJ, Genton MG. Bayesian linear regression with skew-symmetric error distributions with applications to survival analysis. Statistics in Medicine. 35: 2441-54. PMID 26856806 DOI: 10.1002/sim.6897  0.324
2016 Prihartato PK, Irigoien X, Genton MG, Kaartvedt S. Global effects of moon phase on nocturnal acoustic scattering layers Marine Ecology Progress Series. 544: 65-75. DOI: 10.3354/Meps11612  0.317
2016 Genton MG, Hall P. A tilting approach to ranking influence Journal of the Royal Statistical Society Series B-Statistical Methodology. 78: 77-97. DOI: 10.1111/Rssb.12102  0.404
2016 Taieb SB, Huser R, Hyndman RJ, Genton MG. Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression Ieee Transactions On Smart Grid. DOI: 10.1109/Tsg.2016.2527820  0.378
2016 Castruccio S, Huser R, Genton MG. High-Order Composite Likelihood Inference for Max-Stable Distributions and Processes Journal of Computational and Graphical Statistics. 25: 1212-1229. DOI: 10.1080/10618600.2015.1086656  0.405
2016 Porcu E, Bevilacqua M, Genton MG. Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere Journal of the American Statistical Association. 111: 888-898. DOI: 10.1080/01621459.2015.1072541  0.394
2016 Castruccio S, Genton MG. Compressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature Technometrics. 58: 319-328. DOI: 10.1080/00401706.2015.1027068  0.391
2016 Azzalini A, Browne RP, Genton MG, McNicholas PD. On nomenclature for, and the relative merits of, two formulations of skew distributions Statistics and Probability Letters. 110: 201-206. DOI: 10.1016/J.Spl.2015.12.008  0.36
2016 Xu G, Genton MG. Tukey max-stable processes for spatial extremes Spatial Statistics. 18: 431-443. DOI: 10.1016/J.Spasta.2016.09.002  0.356
2016 Kim HM, Maadooliat M, Arellano-Valle RB, Genton MG. Skewed factor models using selection mechanisms Journal of Multivariate Analysis. 145: 162-177. DOI: 10.1016/J.Jmva.2015.12.007  0.375
2016 Dong K, Pang H, Tong T, Genton MG. Shrinkage-based diagonal Hotelling's tests for high-dimensional small sample size data Journal of Multivariate Analysis. 143: 127-142. DOI: 10.1016/J.Jmva.2015.08.022  0.322
2016 Huser R, Genton MG. Non-Stationary Dependence Structures for Spatial Extremes Journal of Agricultural, Biological, and Environmental Statistics. 1-22. DOI: 10.1007/S13253-016-0247-4  0.47
2016 Huser R, Davison AC, Genton MG. Likelihood estimators for multivariate extremes Extremes. 19: 79-103. DOI: 10.1007/S10687-015-0230-4  0.412
2016 Rubio FJ, Genton MG. Bayesian linear regression with skew-symmetric error distributions with applications to survival analysis Statistics in Medicine. DOI: 10.1002/Sim.6897  0.432
2016 Litvinenko A, Genton MG, Sun Y, Keyes DE. ℋ‐matrix techniques for approximating large covariance matrices and estimating its parameters Pamm. 16: 731-732. DOI: 10.1002/Pamm.201610354  0.308
2015 Ngo D, Sun Y, Genton MG, Wu J, Srinivasan R, Cramer SC, Ombao H. An exploratory data analysis of electroencephalograms using the functional boxplots approach. Frontiers in Neuroscience. 9: 282. PMID 26347598 DOI: 10.3389/Fnins.2015.00282  0.321
2015 Xu G, Liang F, Genton MG. A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets Statistica Sinica. 25: 61-79. DOI: 10.5705/Ss.2013.085W  0.396
2015 Roh S, Jun M, Szunyogh I, Genton MG. Multivariate localization methods for ensemble Kalman filtering Nonlinear Processes in Geophysics. 22: 723-735. DOI: 10.5194/Npg-22-723-2015  0.389
2015 Lee M, Jun M, Genton MG. Validation of CMIP5 multimodel ensembles through the smoothness of climate variables Tellus, Series a: Dynamic Meteorology and Oceanography. 67. DOI: 10.3402/Tellusa.V67.23880  0.361
2015 Genton MG, Kleiber W. Cross-covariance functions for multivariate geostatistics Statistical Science. 30: 147-163. DOI: 10.1214/14-Sts487  0.411
2015 Zhelonkin M, Genton MG, Ronchetti E. Robust inference in sample selection models Journal of the Royal Statistical Society. Series B: Statistical Methodology. DOI: 10.1111/Rssb.12136  0.455
2015 Razafindrakoto HNT, Martin Mai P, Genton MG, Zhang L, Thingbaijam KKS. Quantifying variability in earthquake rupture models using multidimensional scaling: Application to the 2011 Tohoku earthquake Geophysical Journal International. 202: 17-40. DOI: 10.1093/Gji/Ggv088  0.386
2015 Zhang L, Martin Mai P, Thingbaijam KKS, Razafindrakoto HNT, Genton MG. Analysing earthquake slip models with the spatial prediction comparison test Geophysical Journal International. 200: 185-198. DOI: 10.1093/Gji/Ggu383  0.418
2015 Genton MG, Padoan SA, Sang H. Multivariate max-stable spatial processes Biometrika. 102: 215-230. DOI: 10.1093/Biomet/Asu066  0.401
2015 Castrillón-Candás JE, Genton MG, Yokota R. Multi-level restricted maximum likelihood covariance estimation and kriging for large non-gridded spatial datasets Spatial Statistics. DOI: 10.1016/J.Spasta.2015.10.006  0.415
2015 Xu G, Genton MG. Efficient maximum approximated likelihood inference for Tukey's g-and-h distribution Computational Statistics and Data Analysis. 91: 78-91. DOI: 10.1016/J.Csda.2015.06.002  0.437
2015 Castruccio S, Genton MG. Comments on: Comparing and selecting spatial predictors using local criteria Test. 24: 31-34. DOI: 10.1007/S11749-014-0385-3  0.354
2015 Militino AF, Ugarte MD, Goicoa T, Genton M. Interpolation of daily rainfall using spatiotemporal models and clustering International Journal of Climatology. 35: 1453-1464. DOI: 10.1002/Joc.4068  0.382
2014 Dao NA, Genton MG. A Monte Carlo-adjusted goodness-of-fit test for parametric models describing spatial point patterns Journal of Computational and Graphical Statistics. 23: 497-517. DOI: 10.1080/10618600.2012.760459  0.408
2014 Dutta S, Genton MG. A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families Journal of Multivariate Analysis. 132: 82-93. DOI: 10.1016/J.Jmva.2014.07.007  0.384
2014 Kim HM, Ryu D, Mallick BK, Genton MG. Mixtures of skewed Kalman filters Journal of Multivariate Analysis. 123: 228-251. DOI: 10.1016/J.Jmva.2013.09.002  0.385
2014 López-Pintado S, Sun Y, Lin JK, Genton MG. Simplicial band depth for multivariate functional data Advances in Data Analysis and Classification. 8: 321-338. DOI: 10.1007/S11634-014-0166-6  0.339
2014 Sun Y, Bowman KP, Genton MG, Tokay A. A Matérn model of the spatial covariance structure of point rain rates Stochastic Environmental Research and Risk Assessment. 29: 411-416. DOI: 10.1007/S00477-014-0923-2  0.377
2013 Zollanvari A, Genton MG. On Kolmogorov Asymptotics of Estimators of the Misclassification Error Rate in Linear Discriminant Analysis. Sankhya. Series a. (2008). 75. PMID 24288447 DOI: 10.1007/S13171-013-0029-9  0.377
2013 Potgieter CJ, Genton MG. Characteristic function-based semiparametric inference for skew-symmetric models Scandinavian Journal of Statistics. 40: 471-490. DOI: 10.1111/J.1467-9469.2012.00822.X  0.465
2013 Ghouch AE, Genton MG, Bouezmarni T. Measuring the discrepancy of a parametric model via local polynomial smoothing Scandinavian Journal of Statistics. 40: 455-470. DOI: 10.1111/J.1467-9469.2012.00821.X  0.458
2013 Branco MDE, Genton MG, Liseo B. Objective Bayesian Analysis of Skew-t Distributions Scandinavian Journal of Statistics. 40: 63-85. DOI: 10.1111/J.1467-9469.2011.00779.X  0.416
2013 Arellano-Valle RB, Contreras-Reyes JE, Genton MG. Shannon Entropy and Mutual Information for Multivariate Skew-Elliptical Distributions Scandinavian Journal of Statistics. 40: 42-62. DOI: 10.1111/J.1467-9469.2011.00774.X  0.358
2013 Kleiber W, Genton MG. Spatially varying cross-correlation coefficients in the presence of nugget effects Biometrika. 100: 213-220. DOI: 10.1093/Biomet/Ass057  0.357
2013 Ma Y, Kim M, Genton MG. Semiparametric efficient and robust estimation of an unknown symmetric population under arbitrary sample selection bias Journal of the American Statistical Association. 108: 1090-1104. DOI: 10.1080/01621459.2013.816184  0.398
2013 Li B, Genton MG. Nonparametric identification of copula structures Journal of the American Statistical Association. 108: 666-675. DOI: 10.1080/01621459.2013.787083  0.352
2013 Sang H, Genton MG. Tapered composite likelihood for spatial max-stable models Spatial Statistics. DOI: 10.1016/J.Spasta.2013.07.003  0.454
2013 Chakraborty A, De S, Bowman KP, Sang H, Genton MG, Mallick BK. An adaptive spatial model for precipitation data from multiple satellites over large regions Statistics and Computing. 1-17. DOI: 10.1007/S11222-013-9439-8  0.353
2012 Genton MG, Kim M, Ma Y. Semiparametric location estimation under non-random sampling. Stat. 1: 1-11. PMID 24532858 DOI: 10.1002/sta4.2  0.316
2012 Bliznyuk N, Carroll RJ, Genton MG, Wang Y. Variogram estimation in the presence of trend. Statistics and Its Interface. 5: 159-168. PMID 22737256 DOI: 10.4310/Sii.2012.V5.N2.A2  0.417
2012 Jun M, Genton MG. A test for stationarity of spatio-temporal random fields on planar and spherical domains Statistica Sinica. 22: 1737-1764. DOI: 10.5705/Ss.2010.251  0.397
2012 Furrer R, Genton MG, Nychka D. Erratum and Addendum to: “Covariance Tapering for Interpolation of Large Spatial Datasets” published in the Journal of Computational and Graphical Statistics, 15, 502–523 Journal of Computational and Graphical Statistics. 21: 823-824. DOI: 10.5167/Uzh-70338  0.316
2012 Irincheeva I, Cantoni E, Genton MG. Generalized Linear Latent Variable Models with Flexible Distribution of Latent Variables Scandinavian Journal of Statistics. 39: 663-680. DOI: 10.1111/J.1467-9469.2011.00777.X  0.426
2012 Marchenko YV, Genton MG. A heckman selection-t model Journal of the American Statistical Association. 107: 304-317. DOI: 10.1080/01621459.2012.656011  0.423
2012 Apanasovich TV, Genton MG, Sun Y. A valid matérn class of cross-covariance functions for multivariate random fields with any number of components Journal of the American Statistical Association. 107: 180-193. DOI: 10.1080/01621459.2011.643197  0.427
2012 Sun Y, Hart JD, Genton MG. Nonparametric inference for periodic sequences Technometrics. 54: 83-96. DOI: 10.1080/00401706.2012.650499  0.382
2012 Zhelonkin M, Genton MG, Ronchetti E. On the robustness of two-stage estimators Statistics and Probability Letters. 82: 726-732. DOI: 10.1016/J.Spl.2011.12.014  0.358
2012 Irincheeva I, Cantoni E, Genton MG. A Non-Gaussian Spatial Generalized Linear Latent Variable Model Journal of Agricultural, Biological, and Environmental Statistics. 17: 332-353. DOI: 10.1007/S13253-012-0099-5  0.442
2012 Sun Y, Genton MG. Functional Median Polish Journal of Agricultural, Biological, and Environmental Statistics. 17: 354-376. DOI: 10.1007/S13253-012-0096-8  0.367
2012 Mahajan S, North GR, Saravanan R, Genton MG. Statistical significance of trends in monthly heavy precipitation over the US Climate Dynamics. 38: 1375-1387. DOI: 10.1007/S00382-011-1091-4  0.35
2012 Sun Y, Genton MG. Adjusted functional boxplots for spatio-temporal data visualization and outlier detection Environmetrics. 23: 54-64. DOI: 10.1002/Env.1136  0.384
2011 Hering AS, Genton MG. Comparing spatial predictions Technometrics. 53: 414-425. DOI: 10.1198/Tech.2011.10136  0.374
2011 Jun M, Szunyogh I, Genton MG, Zhang F, Bishop CH. A statistical investigation of the sensitivity of ensemble-based kalman filters to covariance filtering Monthly Weather Review. 139: 3036-3051. DOI: 10.1175/2011Mwr3577.1  0.333
2011 North GR, Wang J, Genton MG. Correlation models for temperature fields Journal of Climate. 24: 5850-5862. DOI: 10.1175/2011Jcli4199.1  0.367
2011 Furrer R, Genton MG. Aggregation-cokriging for highly multivariate spatial data Biometrika. 98: 615-631. DOI: 10.1093/Biomet/Asr029  0.381
2011 Genton MG, Ma Y, Sang H. On the likelihood function of Gaussian max-stable processes Biometrika. 98: 481-488. DOI: 10.1093/Biomet/Asr020  0.369
2011 Kim HM, Genton MG. Characteristic functions of scale mixtures of multivariate skew-normal distributions Journal of Multivariate Analysis. 102: 1105-1117. DOI: 10.1016/J.Jmva.2011.03.004  0.373
2011 Ma Y, Genton MG, Parzen E. Asymptotic properties of sample quantiles of discrete distributions Annals of the Institute of Statistical Mathematics. 63: 227-243. DOI: 10.1007/S10463-008-0215-Z  0.386
2010 Ammann CM, Genton MG, Li B. Technical Note: Correcting for signal attenuation from noisy proxy data in climate reconstructions Climate of the Past. 6: 273-279. DOI: 10.5194/Cp-6-273-2010  0.319
2010 Lee S, Genton MG, Arellano-Valle RB. Perturbation of numerical confidential data via skew-t distributions Management Science. 56: 318-333. DOI: 10.1287/Mnsc.1090.1104  0.393
2010 Genton MG, Ruiz-Gazen A. Visualizing influential observations in dependent data Journal of Computational and Graphical Statistics. 19: 808-825. DOI: 10.1198/Jcgs.2010.09101  0.428
2010 Hering AS, Genton MG. Powering up with space-time wind forecasting Journal of the American Statistical Association. 105: 92-104. DOI: 10.1198/Jasa.2009.Ap08117  0.315
2010 Marchenko YV, Genton MG. A suite of commands for fitting the skew-normal and skew-t models Stata Journal. 10: 507-539. DOI: 10.1177/1536867X1101000401  0.41
2010 Ma Y, Genton MG. Explicit estimating equations for semiparametric generalized linear latent variable models Journal of the Royal Statistical Society. Series B: Statistical Methodology. 72: 475-495. DOI: 10.1111/J.1467-9868.2010.00741.X  0.451
2010 Apanasovich TV, Genton MG. Cross-covariance functions for multivariate random fields based on latent dimensions Biometrika. 97: 15-30. DOI: 10.1093/Biomet/Asp078  0.425
2010 Arellano-Valle RB, Genton MG. 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. 62: 363-381. DOI: 10.1007/S10463-008-0175-3  0.443
2010 Azzalini A, Genton MG, Scarpa Di B. Invariance-based estimating equations for skew-symmetric distributions Metron. 68: 275-298. DOI: 10.1007/Bf03263540  0.413
2010 Arellano-Valle RB, Genton MG. Multivariate extended skew-t distributions and related families Metron. 68: 201-234. DOI: 10.1007/Bf03263536  0.41
2010 Marchenko YV, Genton MG. Multivariate log-skew-elliptical distributions with applications to precipitation data Environmetrics. 21: 318-340. DOI: 10.1002/Env.1004  0.386
2009 Park JW, Genton MG, Ghosh SK. Nonparametric autocovariance estimation from censored time series by Gaussian imputation. Journal of Nonparametric Statistics. 21: 241-259. PMID 20072705 DOI: 10.1080/10485250802570964  0.442
2009 Wu Y, Genton MG, Stefanski LA. A Comparison of Node-Splitting Rules in Recursive Partitioning Analysis of Multivariate Quantitative Structure Activity Data Statistics in Biopharmaceutical Research. 1: 119-130. DOI: 10.1198/Sbr.2009.0020  0.306
2009 Ghouch AE, Genton MG. Local polynomial quantile regression with parametric features Journal of the American Statistical Association. 104: 1416-1429. DOI: 10.1198/Jasa.2009.Tm08400  0.449
2009 Li B, Murthi A, Bowman KP, North GR, Genton MG, Sherman M. Statistical tests of Taylor's hypothesis: An application to precipitation fields Journal of Hydrometeorology. 10: 254-265. DOI: 10.1175/2008Jhm1009.1  0.371
2009 Li Y, Genton MG. Single-index additive vector autoregressive time series models Scandinavian Journal of Statistics. 36: 369-388. DOI: 10.1111/J.1467-9469.2009.00641.X  0.406
2009 Arellano-Valle RB, Genton MG, Loschi RH. Shape mixtures of multivariate skew-normal distributions Journal of Multivariate Analysis. 100: 91-101. DOI: 10.1016/J.Jmva.2008.03.009  0.386
2009 Hering AS, Bell CL, Genton MG. Modeling spatio-temporal wildfire ignition point patterns Environmental and Ecological Statistics. 16: 225-250. DOI: 10.1007/S10651-007-0080-6  0.3
2009 Wang Q, Stefanski LA, Genton MG, Boos DD. Robust time series analysis via measurement error modeling Statistica Sinica. 19: 1263-1280.  0.342
2008 Li B, Genton MG, Sherman M. On the asymptotic joint distribution of sample space-time covariance estimators Bernoulli. 14: 228-248. DOI: 10.3150/07-Bej6196  0.401
2008 Arellano-Valle RB, Castro LM, Genton MG, Gómez HW. Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis Bayesian Analysis. 3: 513-540. DOI: 10.1214/08-Ba320  0.42
2008 Azzalini A, Genton MG. Robust likelihood methods based on the skew-t and related distributions International Statistical Review. 76: 106-129. DOI: 10.1111/J.1751-5823.2007.00016.X  0.399
2008 Li B, Genton MG, Sherman M. Testing the covariance structure of multivariate random fields Biometrika. 95: 813-829. DOI: 10.1093/Biomet/Asn053  0.463
2008 Arellano-Valle RB, Genton MG. On the exact distribution of the maximum of absolutely continuous dependent random variables Statistics and Probability Letters. 78: 27-35. DOI: 10.1016/J.Spl.2007.04.021  0.402
2008 Arellano-Valle RB, Genton MG. Corrigendum to "On the exact distribution of linear combinations of order statistics from dependent random variables". [J. Multivariate Anal. 98 (2007) 1876-1894] (DOI:10.1016/j.jmva.2006.12.003) Journal of Multivariate Analysis. 99: 1013. DOI: 10.1016/J.Jmva.2007.12.001  0.366
2008 Genton MG, Koul HL. Minimum distance inference in unilateral autoregressive lattice processes Statistica Sinica. 18: 617-631.  0.338
2007 Azzalini A, Genton MG. On Gauss's characterization of the normal distribution Bernoulli. 13: 169-174. DOI: 10.3150/07-Bej5166  0.386
2007 Li B, Genton MG, Sherman M. A nonparametric assessment of properties of space-time covariance functions Journal of the American Statistical Association. 102: 736-744. DOI: 10.1198/016214507000000202  0.4
2007 Genton MG, Hall P. Statistical inference for evolving periodic functions Journal of the Royal Statistical Society. Series B: Statistical Methodology. 69: 643-657. DOI: 10.1111/J.1467-9868.2007.00604.X  0.331
2007 Chang SM, Genton MG. Extreme value distributions for the skew-symmetric family of distributions Communications in Statistics - Theory and Methods. 36: 1705-1717. DOI: 10.1080/03610920601126159  0.356
2007 Arellano-Valle RB, Genton MG. On the exact distribution of linear combinations of order statistics from dependent random variables Journal of Multivariate Analysis. 98: 1876-1894. DOI: 10.1016/J.Jmva.2006.12.003  0.399
2007 Genton MG. Separable approximations of space-time covariance matrices Environmetrics. 18: 681-695. DOI: 10.1002/Env.854  0.371
2007 Park JW, Genton MG, Ghosh SK. Censored time series analysis with autoregressive moving average models Canadian Journal of Statistics. 35: 151-168. DOI: 10.1002/Cjs.5550350113  0.395
2006 Wu Y, Genton MG, Stefanski LA. A multivariate two-sample mean test for small sample size and missing data. Biometrics. 62: 877-85. PMID 16984331 DOI: 10.1111/J.1541-0420.2006.00533.X  0.368
2006 Furrer R, Genton MG, Nychka D. Covariance tapering for interpolation of large spatial datasets Journal of Computational and Graphical Statistics. 15: 502-523. DOI: 10.1198/106186006X132178  0.402
2006 Field C, Genton MG. The multivariate g-and-h distribution Technometrics. 48: 104-111. DOI: 10.1198/004017005000000562  0.375
2006 Wang J, Genton MG. The multivariate skew-slash distribution Journal of Statistical Planning and Inference. 136: 209-220. DOI: 10.1016/J.Jspi.2004.06.023  0.386
2006 Mitchell MW, Genton MG, Gumpertz ML. A likelihood ratio test for separability of covariances Journal of Multivariate Analysis. 97: 1025-1043. DOI: 10.1016/J.Jmva.2005.07.005  0.419
2006 Arellano-Valle RB, Branco MD, Genton MG. A unified view on skewed distributions arising from selections Canadian Journal of Statistics. 34: 581-601. DOI: 10.1002/Cjs.5550340403  0.361
2005 Davies PL, Gather U, Genton MG, Lucas A, Hampel F, Xuming HE, Oja H, Rousseeuw PJ, Tyler DE. Breakdown and groups Annals of Statistics. 33: 977-1035. DOI: 10.1214/009053604000001138  0.337
2005 Ma Y, Genton MG, Tsiatis AA. Locally efficient semiparametric estimators for generalized skew-elliptical distributions Journal of the American Statistical Association. 100: 980-989. DOI: 10.1198/016214505000000079  0.475
2005 Genton MG, Azzalini A. Discussion of "The Skew-normal" Scandinavian Journal of Statistics. 32: 189-200. DOI: 10.1111/J.1467-9469.2005.00427.X  0.346
2005 Arellano-Valle RB, Genton MG. On fundamental skew distributions Journal of Multivariate Analysis. 96: 93-116. DOI: 10.1016/J.Jmva.2004.10.002  0.367
2005 Naveau P, Genton MG, Shen X. A skewed Kalman filter Journal of Multivariate Analysis. 94: 382-400. DOI: 10.1016/J.Jmva.2004.06.002  0.31
2005 Genton MG, Loperfido NMR. Generalized skew-elliptical distributions and their quadratic forms Annals of the Institute of Statistical Mathematics. 57: 389-401. DOI: 10.1007/Bf02507031  0.408
2005 Mitchell MW, Genton MG, Gumpertz ML. Testing for separability of space-time covariances Environmetrics. 16: 819-831. DOI: 10.1002/Env.737  0.348
2004 Genton MG, Perrin O. On a time deformation reducing nonstationary stochastic processes to local stationarity Journal of Applied Probability. 41: 236-249. DOI: 10.1239/Jap/1077134681  0.329
2004 Ma Y, Genton MG. Flexible class of skew-symmetric distributions Scandinavian Journal of Statistics. 31: 459-468. DOI: 10.1111/J.1467-9469.2004.03_007.X  0.401
2004 Gorsich DJ, Genton MG. On the discretization of nonparametric isotropic covariogram estimators Statistics and Computing. 14: 99-108. DOI: 10.1023/B:Stco.0000021408.63640.D8  0.402
2004 Wang J, Boyer J, Genton MG. A note on an equivalence between chi-square and generalized skew-normal distributions Journal of Monetary Economics. 51: 395-398. DOI: 10.1016/J.Spl.2003.11.006  0.381
2003 Ehm W, Genton MG, Gneiting T. Stationary covariances associated with exponentially convex functions Bernoulli. 9: 607-615. DOI: 10.3150/Bj/1066223271  0.374
2003 Genton MG, Ronchetti E. Robust indirect inference Journal of the American Statistical Association. 98: 67-76. DOI: 10.1198/016214503388619102  0.462
2003 Genton MG, Lucas A. Comprehensive definitions of breakdown points for independent and dependent observations Journal of the Royal Statistical Society. Series B: Statistical Methodology. 65: 81-94. DOI: 10.1111/1467-9868.00373  0.36
2002 De Luna X, Genton MG. Simulation-based inference for simultaneous processes on regular lattices Statistics and Computing. 12: 125-134. DOI: 10.1023/A:1014830401806  0.419
2002 Genton MG, Gorsich DJ. Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices Computational Statistics and Data Analysis. 41: 47-57. DOI: 10.1016/S0167-9473(02)00062-2  0.417
2002 Gorsich DJ, Genton MG, Strang G. Eigenstructures of spatial design matrices Journal of Multivariate Analysis. 80: 138-165. DOI: 10.1006/Jmva.2000.1976  0.343
2001 De Luna X, Genton MG. Robust simulation-based estimation of ARMA models Journal of Computational and Graphical Statistics. 10: 370-387. DOI: 10.1198/10618600152628347  0.442
2001 Genton MG. 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. DOI: 10.1016/S0378-3758(00)00298-6  0.461
2001 Genton MG, He L, Liu X. Moments of skew-normal random vectors and their quadratic forms Statistics and Probability Letters. 51: 319-325. DOI: 10.1016/S0167-7152(00)00164-4  0.418
2001 Ma Y, Genton MG. Highly robust estimation of dispersion matrices Journal of Multivariate Analysis. 78: 11-36. DOI: 10.1006/Jmva.2000.1942  0.415
2000 Ma Y, Genton MG. Highly robust estimation of the autocovariance function Journal of Time Series Analysis. 21: 663-684. DOI: 10.1111/1467-9892.00203  0.416
2000 Gorsich DJ, Genton MG. Variogram model selection via nonparametric derivative estimation Mathematical Geology. 32: 249-270. DOI: 10.1023/A:1007563809463  0.439
2000 Genton MG. The correlation structure of Matheron's classical variogram estimator under elliptically contoured distributions Mathematical Geology. 32: 127-137. DOI: 10.1023/A:1007511019496  0.464
2000 Genton MG, De Luna X. Robust simulation-based estimation Statistics and Probability Letters. 48: 253-259. DOI: 10.1016/S0167-7152(00)00004-3  0.423
1999 Eyer L, Genton MG. Characterization of variable stars by robust wave variograms: An application to Hipparcos mission Astronomy and Astrophysics Supplement Series. 136: 421-428. DOI: 10.1051/Aas:1999224  0.33
1999 Genton MG, Yanyuan M. Robustness properties of dispersion estimators Statistics and Probability Letters. 44: 343-350. DOI: 10.1016/S0167-7152(99)00025-5  0.404
1999 Genton MG. The correlation structure of the sample autocovariance function for a particular class of time series with elliptically contoured distribution Statistics & Probability Letters. 41: 131-137. DOI: 10.1016/S0167-7152(98)00129-1  0.4
1998 Genton MG. Spatial breakdown point of variogram estimators Mathematical Geology. 30: 853-871. DOI: 10.1023/A:1021778626251  0.419
1998 Genton MG. Variogram fitting by generalized least squares using an explicit formula for the covariance structure Mathematical Geology. 30: 323-345. DOI: 10.1023/A:1021733006262  0.453
1998 Genton MG. Highly Robust Variogram Estimation Mathematical Geology. 30: 213-221. DOI: 10.1023/A:1021728614555  0.387
1998 Genton MG. Asymptotic variance of M-estimators for dependent Gaussian random variables Statistics and Probability Letters. 38: 255-261. DOI: 10.1016/S0167-7152(98)00026-1  0.411
1995 Genton MG, Rousseeuw PJ. The change-of-variance function of M-estimators of scale under general contamination Journal of Computational and Applied Mathematics. 64: 69-80. DOI: 10.1016/0377-0427(95)00007-0  0.348
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