Tools for detecting influential data in mixed effects models


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Documentation for package ‘influence.ME’ version 0.7

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influence.ME-package Influence.ME: Tools for detecting influential data in mixed effects models
dp.ME.cook Dotplot visualization of Cook's Distance
dp.ME.dfbetas Dotplot visualization of DFBETAS
dp.ME.pchange Dotplot visualization of percentile change as measure of influential data
estex Estex returns mixed model estimates, iteratively excluding the influence of data nested within single grouping factors.
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.ME Influence.ME: Tools for detecting influential data in mixed effects models
ME.cook Compute the Cook's distance measure of influential data on mixed effects models
ME.dfbetas Compute the DFBETAS measure of influential data
ME.pchange Compute the percentage change, as measure of influential data
school23 Math test performance in 23 schools
se.fixef Standard errors of fixed estimates