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, but only two-level models fit using lme are currently supported.

Version: 0.3.0
Depends: R (≥ 2.15.0)
Imports: ggplot2 (≥ 0.9.2), stats, plyr, reshape2, MASS, Matrix, RLRsim, mgcv
LinkingTo: Rcpp, RcppArmadillo
Suggests: mlmRev, WWGbook, lme4 (≥ 1.0), nlme
Published: 2015-06-23
Author: Adam Loy
Maintainer: Adam Loy <loyad01 at gmail.com>
License: GPL-2
NeedsCompilation: yes
Citation: HLMdiag citation info
Materials: README NEWS
CRAN checks: HLMdiag results


Reference manual: HLMdiag.pdf
Package source: HLMdiag_0.3.0.tar.gz
Windows binaries: r-devel: HLMdiag_0.3.0.zip, r-release: HLMdiag_0.3.0.zip, r-oldrel: HLMdiag_0.3.0.zip
OS X Snow Leopard binaries: r-release: HLMdiag_0.3.0.tgz, r-oldrel: HLMdiag_0.2.5.tgz
OS X Mavericks binaries: r-release: HLMdiag_0.3.0.tgz
Old sources: HLMdiag archive