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).

Tests Vignettes

Available Snapshots

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

Dependencies

Imports/Depends/LinkingTo/Enhances (4)
R bayestestR >= 0.15.0 datawizard >= 1.0.0 insight >= 1.0.0

Suggests (121)
AER afex aod BayesFactor BayesFM bbmle betareg BH biglm blme brglm2 brms broom broom.mixed cAIC4 car carData cgam ClassDiscovery clubSandwich cobalt coda coxme cplm dbscan did distributional domir drc DRR effectsize EGAnet emmeans >= 1.7.0 epiR estimatr factoextra FactoMineR faraway fastICA fixest fpc gam gamlss gee geepack ggeffects >= 1.3.2 ggplot2 GLMMadaptive glmmTMB >= 1.1.10 glmtoolbox GPArotation gt haven httr2 Hmisc ivreg knitr lavaan lfe lm.beta lme4 lmerTest lmtest logistf logitr logspline lqmm M3C marginaleffects mclogit mclust MCMCglmm mediation merDeriv metaBMA metafor mfx mice >= 3.17.0 mmrm multcomp MuMIn NbClust nFactors nestedLogit openxlsx ordinal panelr pbkrtest PCDimension performance >= 0.12.0 plm PMCMRplus poorman posterior PROreg pscl psych pvclust quantreg randomForest RcppEigen rmarkdown rms rstan rstanarm sandwich see serp sparsepca survey svylme testthat >= 3.2.1 tidyselect tinytable TMB truncreg vdiffr VGAM WeightIt >= 1.2.0 withr WRS2

Suggests (121)

AER

afex

aod

BayesFactor

BayesFM

blme