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DESCRIPTION
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DESCRIPTION
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Package: HLMdiag
Type: Package
Title: Diagnostic Tools for Hierarchical (Multilevel) Linear Models
Version: 0.5.0
Authors@R: c(person("Adam", "Loy", email = "loyad01@gmail.com", role = c("cre", "aut")), person("Jaylin", "Lowe", role = "aut"), person("Jack", "Moran", role = "aut"))
Maintainer: Adam Loy <loyad01@gmail.com>
Description: 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.
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
LinkingTo: Rcpp, RcppArmadillo
Suggests:
mlmRev,
WWGbook,
lme4 (>= 1.0),
nlme,
testthat,
knitr,
rmarkdown,
car,
gridExtra,
qqplotr
License: GPL-2
LazyLoad: yes
LazyData: yes
Collate:
'diagnostic_functions.R'
'group_level_residual_functions.R'
'identification.R'
'plot_functions.R'
'adjust_formula_lmList.R'
'case_delete.R'
'LSresids.R'
'HLMdiag-deprecated.R'
'HLMdiag-package.R'
'hlm_augment.R'
'hlm_influence.R'
'hlm_resid.R'
'help.R'
'influence_functions.R'
'utility_functions.R'
'rotate_ranefs.R'
'autism.R'
'ahd.R'
'radon.R'
'pull_resid.R'
'residual_functions.R'
'HLMdiag-defunct.R'
Encoding: UTF-8
URL: https://github.com/aloy/HLMdiag
BugReports: https://github.com/aloy/HLMdiag/issues
RoxygenNote: 7.1.1
VignetteBuilder: knitr