Stepwise Elimination and Term Reordering for Mixed-Effects Regression


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Documentation for package ‘buildmer’ version 2.2

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buildmer-package Construct and fit as complete a model as possible and perform stepwise elimination
add.terms Add terms to a formula
build.formula Convert a buildmer term list into a proper model formula
buildbam Use 'buildmer' to fit big generalized additive models using 'bam' from package 'mgcv'
buildclmm Use 'buildmer' to fit cumulative link mixed models using 'clmm' from package 'ordinal'
buildcustom Use 'buildmer' to perform stepwise elimination using a custom fitting function
buildgam Use 'buildmer' to fit generalized additive models using 'gam' from package 'mgcv'
buildgamm Use 'buildmer' to fit big generalized additive models using 'gamm' from package 'mgcv'
buildgamm4 Use 'buildmer' to fit generalized additive models using package 'gamm4'
buildGLMMadaptive Use 'buildmer' to fit generalized linear mixed models using 'mixed_model' from package 'GLMMadaptive'
buildglmmTMB Use 'buildmer' to perform stepwise elimination on 'glmmTMB' models
buildgls Use 'buildmer' to fit generalized-least-squares models using 'gls' from 'nlme'
buildlme Use 'buildmer' to perform stepwise elimination of mixed-effects models fit via 'lme' from 'nlme'
buildmer Use 'buildmer' to fit mixed-effects models using 'lmer'/'glmer' from 'lme4'
buildmer-class The buildmer class
buildmerControl Set control options for buildmer
buildmertree Use 'buildmer' to perform stepwise elimination for 'lmertree' and 'glmertree' models from package 'glmertree'
buildmultinom Use 'buildmer' to perform stepwise elimination for 'multinom' models from package 'nnet'
converged Test a model for convergence
diag-method Diagonalize the random-effect covariance structure, possibly assisting convergence
LRTalpha Generate an LRT criterion with custom alpha level
migrant A very small dataset from a pilot study on sound change.
mkBuildmer The buildmer class
re2mgcv Convert lme4 random-effect terms to mgcv 're' smooths
remove.terms Remove terms from an lme4 formula
tabulate.formula Parse a formula into a buildmer terms list
vowels Vowel data from a pilot study.