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: |
0.3.1 |
| Depends: |
R (≥ 2.15.0) |
| Imports: |
ggplot2 (≥ 0.9.2), stats, methods, plyr, reshape2, MASS, Matrix, RLRsim, mgcv |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
mlmRev, WWGbook, lme4 (≥ 1.0), nlme |
| Published: |
2015-12-12 |
| Author: |
Adam Loy |
| Maintainer: |
Adam Loy <loyad01 at gmail.com> |
| BugReports: |
https://github.com/aloy/HLMdiag/issues |
| License: |
GPL-2 |
| URL: |
https://github.com/aloy/HLMdiag |
| NeedsCompilation: |
yes |
| Citation: |
HLMdiag citation info |
| Materials: |
README NEWS |
| CRAN checks: |
HLMdiag results |