parameters

Processing of Model Parameters

Utilities for processing the parameters of various statistical models. Beyond computing p values, CIs, and other indices for a wide variety of models (see support list of insight; Lüdecke, Waggoner & Makowski (2019) <doi:10.21105/joss.01412>), this package implements features like bootstrapping or simulating of parameters and models, feature reduction (feature extraction and variable selection) as well as functions to describe data and variable characteristics (e.g. skewness, kurtosis, smoothness or distribution).

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Description file content

Type
Package
Package
parameters
Title
Processing of Model Parameters
Version
0.4.1
Description
Utilities for processing the parameters of various statistical models. Beyond computing p values, CIs, and other indices for a wide variety of models (see support list of insight; Lüdecke, Waggoner & Makowski (2019) ), this package implements features like bootstrapping or simulating of parameters and models, feature reduction (feature extraction and variable selection) as well as functions to describe data and variable characteristics (e.g. skewness, kurtosis, smoothness or distribution).
License
GPL-3
URL
BugReports
https://github.com/easystats/parameters/issues
Depends
R (>= 3.2)
Imports
bayestestR (>= 0.4.0), insight (>= 0.8.0), methods, stats, tools, utils
Suggests
AER, aod, BayesFactor, BayesFM, betareg, boot, brms, cAIC4, clubSandwich, cluster, covr, cplm, dplyr, DRR, effectsize, EGAnet (>= 0.7), FactoMineR, fastICA, gamlss, gee, geepack, GLMMadaptive, glmmTMB, GPArotation, lavaan, lme4, lmerTest, logspline, MASS, Matrix, mclust, MCMCglmm, mgcv, multimode, MuMIn, NbClust, nFactors, nlme, panelr, pbkrtest, plm, pscl, psych, randomForest, rmarkdown, rstanarm, sandwich, see, sjstats, spelling, survey, survival, testthat, TMB, VGAM, Zelig
Encoding
UTF-8
Language
en-US
LazyData
true
RoxygenNote
7.0.2
NeedsCompilation
no
Packaged
2020-01-16 21:48:18 UTC; Daniel
Author
Daniel Lüdecke [aut, cre] (), Dominique Makowski [aut] (), Mattan S. Ben-Shachar [aut] (), Indrajeet Patil [aut] (), Zen J. Lau [ctb]
Maintainer
Daniel Lüdecke
Repository
CRAN
Date/Publication
2020-01-17 09:40:11 UTC

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