R multilevel-models

Open-source R projects categorized as multilevel-models | Edit details

R multilevel-model Projects

  • brms

    brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

    Project mention: Step-by-step example of Bayesian t-test? | reddit.com/r/AskStatistics | 2022-04-03

    Okay so first off, I recommend that you read [this](https://link.springer.com/article/10.3758/s13423-016-1221-4) article about "The Bayesian New Statistics", which highlights estimation rather than hypothesis testing from a Bayesian perspective (see Fig. 1, second row, second column). Instead of a t-test, then, we can *estimate the difference* between two groups/variables. If you want to go deeper than JASP etc, I recommend that you use [brms](https://paul-buerkner.github.io/brms/), or, if you want to go even deeper, [Stan](https://mc-stan.org/) (brms is a front-end to Stan).

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-04-03.

R multilevel-models related posts


Project Stars
1 brms 1,017
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