generalised linear mixed model (GLMMgeneralised linear model (GLMlikelihood functionPoisson distributionsSummary This chapter begins by describing the generalised linear model (GLM). GLMs can be used to fit fixed effects models to certain types of non-normal data: those with a distribution from the ...
mcmc methods for multi-response generalised linear mixed models: the MCMCglmm R package. J Stat Soft. 2010; 33 (2):1–22. doi: 10.18637/jss.v033.i02. [ Cross Ref ]Hadfield, J. 2010 . MCMC methods formulti-response ... J Baur,D Berger - 《Nature Ecology & Evolution》 被引量: ...
Power Analysis for Generalised Linear Mixed Models by Simulation. Getting Started A tutorial has been published inMethods in Ecology and Evolution. Old RLRsim Binaries If you get the following error, try reinstalling RLRsim. > library(simr) Loading required package: lme4 Loading required package: ...
gmvjoint allows the user to fit joint models of survival and multivariate longitudinal data, where the longitudinal sub-models are specified by generalised linear mixed models (GLMMs). The joint models are fit via maximum likelihood using an approximate EM algorithm first proposed by Bernhardt et al...
1b). There was no difference between direct and generalised reciprocity in the cooperator treatment (generalized linear mixed model; n = 11, Df = 1, p = 0.744). Figure 1: Reciprocal cooperation in dogs. (a) Direct reciprocity: dogs showed a higher propensity to pull for a...
Linear mixed models (Laird and Ware, 1982) and generalized linear mixed models (GLMMs) (Breslow and Clayton, 1993) have been widely used in many research areas, especially in the area of biomedical re D Zhang,X Lin - Springer New York 被引量: 61发表: 2008年 Generalized confidence intervals...
Anti‐apostatic selection by wild birds on quasi‐natural morphs of the land snail Cepaea hortensis: a generalised linear mixed models approachAnti‐apostatic selection by wild birds on quasi‐natural morphs of the land snail Cepaea hortensis: a generalised linear mixed models approachdoi:10.1111/j...
We investigate the impact of model violations on the estimate of a regression coefficient in a generalised linear mixed model. Specifically, we evaluate th... Heagerty,J Patrick,Kurland,... - 《Biometrika》 被引量: 278发表: 2001年 Estimation in generalised linear mixed models with binary outcom...
Article: Empirical evidence of the public health benefits of tropical forest conservation in Cambodia: a generalised linear mixed-effects model ana
The analysis of binomial data by a generalized linear mixed model Methods for generalized linear models are extended to provide estimates of location and variance parameters for mixed models fitted to binomial data formed... AR Gilmour,R. D. Anderson and A. L. Rae - 《Biometrika》 被引量: ...