glmmADMB-package: Generalized Linear Mixed Models Using AD Model Builder

Description Details Note Author(s) See Also

Description

Fits (extended) generalized linear mixed-effects models to data using a variety of distributions and link functions, including zero-inflated models.

Details

Main function:

glmmadmb fit a model

Methods:

coef.glmmadmb extract fixed effect coefficients
anova.glmmadmb likelihood ratio tests between models
logLik.glmmadmb log likelihood
plot.glmmadmb plot
print.glmmadmb print
ranef.glmmadmb random effect coefficients
summary.glmmadmb summary
fitted.glmmadmb fitted values
predict.glmmadmb predicted values
residuals.glmmadmb Pearson residuals
stdEr.glmmadmb standard errors of coefficients
vcov.glmmadmb variance-covariance matrix of fixed effects
VarCorr.glmmadmb random effects variances and covariances

Example data:

epil2 seizure counts

Note

If you find that the glmmADMB package does not do exactly what you want, you may want to modify the underlying ADMB ‘.tpl’ files being called by the glmmadmb function, which can be found via system.file("tpl","glmmadmb.tpl",package="glmmADMB").

Author(s)

Hans Skaug, Dave Fournier, Anders Nielsen, Arni Magnusson, and Ben Bolker.

See Also

http://admb-project.org


bbolker/glmmadmb documentation built on May 11, 2019, 9:29 p.m.