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; L├╝decke, 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).

Tests Vignettes

Available Snapshots

This version of parameters can be found in the following snapshots:

Dependencies

Imports/Depends/LinkingTo/Enhances (4)
  • R
  • bayestestR >= 0.11.0
  • datawizard >= 0.2.1
  • insight >= 0.14.4
  • Suggests (89)
  • AER
  • afex
  • aod
  • BayesFactor
  • BayesFM
  • bbmle
  • betareg
  • biglm
  • blme
  • brglm2
  • brms
  • broom
  • cAIC4
  • car
  • cgam
  • ClassDiscovery
  • clubSandwich
  • cplm
  • dbscan
  • dplyr
  • drc
  • DRR
  • effectsize
  • EGAnet
  • emmeans >= 1.7.0
  • factoextra
  • FactoMineR
  • fastICA
  • fpc
  • gam
  • gamlss
  • gee
  • geepack
  • ggplot2
  • GLMMadaptive
  • glmmTMB
  • GPArotation
  • gt
  • ivprobit
  • ivreg
  • knitr
  • lavaan
  • lavaSearch2
  • lfe
  • lm.beta
  • lme4
  • lmerTest
  • logspline
  • lqmm
  • M3C
  • magrittr
  • mclust
  • MCMCglmm
  • mediation
  • metaBMA
  • metafor
  • mfx
  • mice
  • multcomp
  • MuMIn
  • NbClust
  • nFactors
  • openxlsx
  • panelr
  • pbkrtest
  • PCDimension
  • performance >= 0.8.0
  • plm
  • PMCMRplus
  • PROreg
  • projpred
  • pscl
  • psych
  • pvclust
  • quantreg
  • randomForest
  • rmarkdown
  • rstanarm
  • sandwich
  • see
  • sjstats
  • spelling
  • survey
  • testthat
  • TMB
  • tripack
  • truncreg
  • VGAM
  • WRS2
  • Version History