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).
Version: | 0.8.2 |
Depends: | R (≥ 3.2) |
Imports: | bayestestR (≥ 0.7.0), insight (≥ 0.8.1), methods, stats, tools, utils |
Suggests: | AER, aod, BayesFactor, BayesFM, betareg, boot, brglm2, brms, cAIC4, car, clubSandwich, cluster, covr, cplm, dplyr, DRR, effectsize (≥ 0.3.0), EGAnet (≥ 0.7), FactoMineR, fastICA, gamlss, gee, geepack, ggplot2, GLMMadaptive, glmmTMB, GPArotation, lavaan, lavaSearch2, lfe, lme4, lmerTest, logspline, knitr, MASS, Matrix, mclust, MCMCglmm, metafor, mfx, mgcv, multcomp, multimode, MuMIn, M3C, NbClust, nFactors, nlme, panelr, performance, plm, projpred, pscl, psych, quantreg, randomForest, rmarkdown, rstanarm, sandwich, see, sjstats, spelling, survey, survival, testthat, TMB, tripack, truncreg, VGAM |
Published: | 2020-07-24 |
Author: | Daniel Lüdecke |
Maintainer: | Daniel Lüdecke <d.luedecke at uke.de> |
BugReports: | https://github.com/easystats/parameters/issues |
License: | GPL-3 |
URL: | https://easystats.github.io/parameters/ |
NeedsCompilation: | no |
Language: | en-US |
Citation: | parameters citation info |
Materials: | README NEWS |
In views: | Distributions |
CRAN checks: | parameters results |
Reference manual: | parameters.pdf |
Vignettes: |
Analysing Longitudinal or Panel Data Structural Models (EFA, CFA, SEM, ...) Summary of Model Parameters Robust Estimation of Standard Errors Standardized Model Parameters Feature Reduction (PCA, cMDS, ICA, ...) Parameters Selection |
Package source: | parameters_0.8.2.tar.gz |
Windows binaries: | r-devel: parameters_0.8.2.zip, r-release: parameters_0.8.2.zip, r-oldrel: parameters_0.8.0.zip |
macOS binaries: | r-release: parameters_0.8.2.tgz, r-oldrel: parameters_0.8.2.tgz |
Old sources: | parameters archive |
Reverse imports: | broomExtra, correlation, effectsize, ggstatsplot, glmglrt, groupedstats, modelbased, psycho, see, sjPlot, sjstats |
Reverse suggests: | bayestestR, performance |
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