Highlights and test the time-course of effects through mixed-effects models

This function performs (g)lmer for each timepoint. Data are first separated for each time-point, and a LMEM as specified by the 'formula' parameter, which is passed to 'lmerTest::lmer', is performed. The function returns t/z values, p values, and corrected p values.

Usage

lmem_test(data, formula, time, family = "gaussian", correction = "fdr", ...)

Arguments

data

A data.frame containing all the necessary variables.

formula

A 'lme4'-style formula, passed as a string.

time

A string indicating the name of the time variable.

family

A string indicating a GLM family to be passed to (g)lmer.

correction

A string indicating the method for correcting p values (see p.adjust). defaults to "fdr".

...

Other pars passed to (g)lmer.

Value

A list including: t/z values, p values, corrected p values.