CRAN/E | HLMdiag

HLMdiag

Diagnostic Tools for Hierarchical (Multilevel) Linear Models

Installation

About

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.

Citation HLMdiag citation info
github.com/aloy/HLMdiag
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 3.5.0
Published 2021-05-02 1062 days ago
Needs compilation? yes
License GPL-2
CRAN checks HLMdiag results

Downloads

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Maintainer

Maintainer

Adam Loy

loyad01@gmail.com

Authors

Adam Loy

cre / aut

Jaylin Lowe

aut

Jack Moran

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Residual Diagnostics
Influence Diagnostics
Updated JSS code

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

HLMdiag archive

Depends

R ≥ 3.5.0

Imports

ggplot2 ≥ 0.9.2
stats
methods
plyr
reshape2
MASS
Matrix
mgcv
dplyr
magrittr
stringr
purrr
tibble
tidyselect
janitor
Rcpp
rlang
ggrepel
diagonals

Suggests

mlmRev
WWGbook
lme4 ≥ 1.0
nlme
testthat
knitr
rmarkdown
car
gridExtra
qqplotr

LinkingTo

Rcpp
RcppArmadillo

Reverse Imports

emdi
lmeresampler
saeTrafo