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jasp-stats/jaspRegression

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Unit Tests codecov
Maintainer: Johnny van Doorn (frequentist) and Don van den Bergh (Bayesian)

The Regression Module

Overview

JASP Regression module is a core module for JASP that provides tools for evaluating the association between variables. The Regression module offers a wide range of functionalities, including frequentist and Bayesian correlation, linear regression, logistic regression, and a generalized linear model.

R Packages

The functionality is served by several R packages

  • BAS — Bayesian variable selection and model averaging for linear models (BAS on CRAN)
  • bstats — Bayesian statistics utilities (bstats on GitHub)
  • emmeans — Estimated marginal means and contrasts (emmeans on CRAN)
  • logistf — Firth's bias-reduced logistic regression (logistf on CRAN)
  • ppcor — Partial and semi-partial correlation (ppcor on CRAN)
  • VGAM — Vector generalized linear and additive models (VGAM on CRAN)

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Packages

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