Alternatives and similar repositories for modelselection

Users that are interested in modelselection are comparing it to the libraries listed below

• betanalpha / knitr_case_studies
  Inference case studies in knitr
  ☆167Updated 2 years ago
• stan-dev / projpred
  Projection predictive variable selection
  ☆112Updated last week
• vasishth / BayesLMMTutorial
  Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html
  ☆83Updated 8 years ago
• jgabry / bayes-vis-paper
  'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
  ☆66Updated 4 years ago
• betanalpha / stan_intro
  Draft introduction to probability and inference aimed at the Stan manual.
  ☆86Updated 9 years ago
• stan-dev / posterior
  The posterior R package
  ☆168Updated 3 weeks ago
• jhoupt / DBDA2Estan
  Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
  ☆68Updated 7 years ago
• jgabry / bayes-workflow-book
  Source files for the book "Bayesian Workflow Using Stan"
  ☆96Updated 3 years ago
• milkha / Splines_in_Stan
  Implementation of B-Splines in Stan
  ☆51Updated 7 years ago
• stan-dev / loo
  loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
  ☆153Updated this week
• ASKurz / Doing-Bayesian-Data-Analysis-in-brms-and-the-tidyverse
  The bookdown version lives here: https://bookdown.org/content/3686
  ☆152Updated last month
• andrewcparnell / jags_examples
  A large set of JAGS examples using R
  ☆97Updated 2 years ago
• rmcelreath / cmdstan_map_rect_tutorial
  Beginner tutorial for using cmdstan with multithreading
  ☆62Updated 5 years ago
• rmcelreath / glmer2stan
  Define Stan models using glmer-style (lme4) formulas
  ☆55Updated 11 years ago
• jgabry / stancon2018helsinki_intro
  StanCon2018 Helsinki Tutorial
  ☆30Updated 5 years ago
• xfim / ggmcmc
  Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
  ☆112Updated 2 years ago
• vincentarelbundock / rethinking2
  ☆79Updated last year
• stan-dev / stancon_talks
  Materials from Stan conferences
  ☆256Updated 4 years ago
• ASKurz / Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse
  The bookdown version lives here: https://bookdown.org/content/3890
  ☆406Updated 2 years ago
• ssp3nc3r / rethinking
  Examples from McElreath's Statistical Rethinking, First edition coded in Stan.
  ☆50Updated 6 years ago
• jknowles / merTools
  Convenience functions for working with merMod objects from lme4
  ☆104Updated last year
• rasmusab / bayesian_first_aid
  Inside every classical test there is a Bayesian model trying to get out.
  ☆327Updated 8 years ago
• mjskay / uncertainty-examples
  Uncertainty visualization examples
  ☆114Updated 7 months ago
• ASKurz / Applied-Longitudinal-Data-Analysis-with-brms-and-the-tidyverse
  Translating ML into Bayes, one line at a time
  ☆79Updated last year
• sinhrks / stan-statespace
  Stan models for state space time series
  ☆145Updated 7 years ago
• ASKurz / Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse_2_ed
  The bookdown version lives here:
  ☆128Updated 2 years ago
• spinkney / helpful_stan_functions
  ☆76Updated last year
• nimble-dev / nimble
  The base NIMBLE package for R
  ☆176Updated this week
• LaplacesDemonR / LaplacesDemon
  A complete environment for Bayesian inference within R
  ☆93Updated last year
• m-clark / bayesian-basics
  A document that introduces Bayesian data analysis.
  ☆85Updated 3 years ago