Information matrices

Functions for calculating Fisher information matrix

extract_varcomp()

Extract estimated variance components

Fisher_info()

Calculate expected, observed, or average Fisher information matrix

varcomp_vcov()

Estimated sampling variance-covariance of variance component parameters.

Standardized mean difference effect size

Functions for calculating standardized mean difference effect size and confidence intervals

g_mlm()

Calculates adjusted mlm effect size

CI_g()

Calculates a confidence interval for a standardized mean difference effect size

Example datasets

Empirical datasets

Bryant2016

Bryant et al. (2016)