Construct and fit as complete a model as possible and perform stepwise elimination
The buildmer
package consists of a number of functions, each designed to fit specific types of models (e.g. buildmer
for mixed-effects regression, buildgam
for generalized additive models, buildmertree
for mixed-effects-regression trees, and so forth). The common parameters shared by all (or most of) these functions are documented here. If you are looking for a more general description of what the various build...
functions do, see under ‘Details’. For function-specific details, see the documentation for each individual function.
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