HLMdiag: Diagnostic Tools for Hierarchical (Multilevel) Linear Models

A suite of diagnostic tools for hierarchical (multilevel) linear models. The tools include not only leverage and traditional deletion diagnostics (Cook's distance, covratio, covtrace, and MDFFITS) but also convenience functions and graphics for residual analysis. Models can be fit using either lmer in the 'lme4' package or lme in the 'nlme' package.

Package details

AuthorAdam Loy [cre, aut], Jaylin Lowe [aut], Jack Moran [aut]
MaintainerAdam Loy <loyad01@gmail.com>
URL https://github.com/aloy/HLMdiag
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the HLMdiag package in your browser

Any scripts or data that you put into this service are public.

HLMdiag documentation built on May 2, 2021, 9:06 a.m.