R-bayest

v 1.5 Updated: 7 months, 2 weeks ago

Effect size targeted Bayesian two-sample t-tests via Markov chain Monte Carlo in Gaussian mixture models

Provides an Markov-Chain-Monte-Carlo algorithm for Bayesian t-tests on the effect size. The underlying Gibbs sampler is based on a two-component Gaussian mixture and approximates the posterior distributions of the effect size, the difference of means and difference of standard deviations. A posterior analysis of the effect size via the region of practical equivalence is provided as well.

https://cran.r-project.org/package=bayest

To install R-bayest, paste this in macOS terminal after installing MacPorts

sudo port install R-bayest

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