Tools for Detecting Influential Data in Mixed Effects Models

Documentation for package ‘influence.ME’ version 0.9-9

influence.ME-package	Influence.ME: Tools for detecting influential data in mixed effects models
cooks.distance	Compute the Cook's distance measure of influential data on mixed effects models
cooks.distance.estex	Compute the Cook's distance measure of influential data on mixed effects models
dfbetas	Compute the DFBETAS measure of influential data
dfbetas.estex	Compute the DFBETAS measure of influential data
exclude.influence	Exclude the influence of a grouped set of observations in mixed effects models.
grouping.levels	Returns the levels of a grouping factor in a mixed effects regression model
influence	influence returns mixed model estimates, iteratively excluding the influence of data nested within single grouping factors.
influence.ME	Influence.ME: Tools for detecting influential data in mixed effects models
influence.mer	influence returns mixed model estimates, iteratively excluding the influence of data nested within single grouping factors.
pchange	Compute the percentage change, as measure of influential data
plot	Dotplot visualization of measures of influence
plot.estex	Dotplot visualization of measures of influence
school23	Math test performance in 23 schools
se.fixef	Standard errors of fixed estimates
sigtest	Test for changes in the level of statistical significance resulting from the deletion of potentially influential observations