A suite of diagnostic tools for hierarchical (multilevel) linear models. The package offers not only leverage and traditional deletion diagnostics (Cook's distance, covratio, covtrace, and MDFFITS) but also provides convenience functions and graphics for residual analysis. The package assumes that models were fit using the lme4 package.
| Version: | 0.2.5 |
| Depends: | R (≥ 2.15.0), lme4 (≥ 1.0) |
| Imports: | ggplot2 (≥ 0.9.2), stats, stats4, methods, plyr, reshape2, MASS, Matrix, Rcpp |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | mlmRev, WWGbook |
| Published: | 2014-01-31 |
| 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_0.2.5.tar.gz |
| Windows binaries: | r-devel: HLMdiag_0.2.5.zip, r-release: HLMdiag_0.2.5.zip, r-oldrel: HLMdiag_0.2.5.zip |
| OS X Snow Leopard binaries: | r-release: HLMdiag_0.2.5.tgz, r-oldrel: HLMdiag_0.2.5.tgz |
| OS X Mavericks binaries: | r-release: HLMdiag_0.2.5.tgz |
| Old sources: | HLMdiag archive |