daniel ezra johnson danielezrajohnsongmailcom following summary gathered hypothesis testing mixedeffects models would appreciate someone clarify correct make comments topic test single fixed effect 1 likelihoodratio test anova using ml reml appropriate anticonservative 2 monte carlo methods mcmcsamp provide better pvalue estimate yet implemented glmm eg binomial test single random effect 1 likelihoodratio test anova appropriate without modification pinheiro bates 2000 b appropriate double pvalue spencer bates rhelp c appropriate halve pvalue agresti 2006 lee nelder pawitan 2006 2 monte carlo methods provide accurate pvalue estimate thanks help daniel ______________________________________________ rhelprprojectorg mailing list httpsstatethzchmailmanlistinforhelp please read posting guide httpwwwrprojectorgpostingguidehtml provide commented minimal selfcontained reproducible code tue 05 aug 2008 143603 0100 r mixed model hypothesis testing