TESTS FOR SPATIAL AND TEMPORAL CORRELATION IN MIXED MODELS FOR CLIMATE DATA

Keywords

Likelihood-ratio test, Restricted maximum likelihood, Mathematics, Statistics, Likelihood principle

References

• Mixed-Effects Models in S and S-PLUSPinheiro, José C., Bates, Douglas M. — 2001
• An Introduction to Applied Geostatistics: by Edward H. Isaaks and R. Mohan Srivastava, 1989, Oxford University Press, New York, 561 p., ISBN 0-19-505012-6, ISBN 0-19-505013-4 (paperback), 55.00 cloth, 35.00 paper (US)Michael Edward Hohn — 1991
• Spatio-temporal stationary covariance modelsChunsheng Ma — 2003
• Families of spatio-temporal stationary covariance modelsChunsheng Ma — 2003
• Analysis of covariance in the mixed model: higher-level, nonhomogeneous, and random regressions.Charles Henderson — 1982
• Recovery of inter-block information when block sizes are unequalH. D. Patterson, R. Thompson — 1971
• Space–Time Covariance FunctionsMichael L. Stein — 2005
• Hierarchical Modeling and Analysis for Spatial DataSudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand — 2003
• Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests under Nonstandard ConditionsSteven G. Self, Kung‐Yee Liang — 1987
• Variance components testing in the longitudinal mixed effects model.Daniel O. Stram, Jae Won Lee — 1994
• Restricted Likelihood Ratio Testing for Zero Variance Components in Linear Mixed ModelsSonja Greven, Ciprian M. Crainiceanu, Helmut Küchenhoff — 2008
• Methods for generating non-separable spatiotemporal covariance models with potential environmental applicationsAlexander Kolovos, George Christakos, Dionissios T. Hristopulos — 2004
• Classes of nonseparable, spatio-temporal stationary covariance functionsNoel Cressie, Hsin‐Cheng Huang — 1999
• Monthly Average Temperature Modeling in an Intertropical RegionMercedes Andrade Bejarano — 2013
• Statistics for Spatial Data.Noel Cressie — 1992
• Stat 598 Presentation on Nonseperable, Stationary Covariance Functions for Space-Time DataXiongzhi Chen — 2010
• Likelihood ratio testing of variance components in the linear mixed-effects model using restricted maximum likelihood.C Morrell — 1998
• 5. Statistics for Spatial DataMike Rees, Noel Cressie — 1993
• Linear Mixed Models for Longitudinal DataGeert Molenberghs, Geert Verbeke — 2001
• the El-Nino (ENSO) PhenomenonP Madl — 2000

Cited by

• Decision Theory for the Variance Ratio in One-Way ANOVA with Random EffectsNicholas T. Longford, Mercedes Andrade Bejarano — 2015

Related papers

• A comparison of likelihood ratio tests and Rao's score test for three separable covariance matrix structuresKatarzyna Filipiak, Daniel Klein, Anuradha Roy — 2017
• The approximate null distribution of the likelihood ratio test for a mixture of two bivariate normal distributions with equal co varianceRwei-ju Chuang, Nancy R. Mendell — 1997
• Limiting distributions of likelihood ratio test for independence of components for high-dimensional normal vectorsYongcheng Qi, Fang Wang, Lin Zhang — 2019
• Distribution of the likelihood ratio criterion for testing a hypothesis specifying a covariance matrixB. N. Nagarsenker, K. C. S. Pillai — 1973
• Goodness‐of‐fit test for uniform stochastic ordering among several distributionsChul Gyu Park, Chu‐In Charles Lee, Tim Robertson — 1998
• Testing for a Two-Phase Multiple RegressionKeith J. Worsley — 1983
• Test for homogeneity in gamma mixture models using likelihood ratioTony Siu Tung Wong, Wai Keung Li — 2014
• Score test for a separable covariance structure with the first component as compound symmetric correlation matrixKatarzyna Filipiak, Daniel Clein, Anuradha Roy — 2015
• A likelihood ratio test of a homoscedastic normal mixture against a heteroscedastic normal mixtureYungtai Lo — 2008
• One-sided test of a covariance matrix with a known null valueJames A. Calvin — 1994