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The Golem of Prague](ch1_the-golem-of-prague.md)\n\n[Chapter 2. Small Worlds and Large Worlds](ch2_small-worlds-and-large-worlds.md)\n\n[Chapter 3. Sampling the Imaginary](ch3_sampling-the-imaginary.md)\n\n[Chapter 4. Linear Models](ch4_linear-models.md)\n\n[Chapter 5. Multivariate Linear Models](ch5_multivariate-linear-models.md)\n\n[Chapter 6. Overfitting, Regularization, and Information Criteria](ch6_overfitting-regularization-and-information-criteria.md)\n\n[Chapter 7. Interactions](ch7_interactions.md)\n\n[Chapter 8. Markov Chain Monte Carlo](ch8_markov-chain-monte-carlo.md)\n\n[Chapter 9. Big Entropy and the Generalized Linear Model](ch9_big-entropy-and-the-generalized-linear-model.md)\n\n[Chapter 10. Counting and Classification](ch10_counting-and-classification.md)\n\n[Chapter 11. Monsters and Mixtures](ch11_monsters-and-mixtures.md)\n\n[Chapter 12. Multilevel Models](ch12_multilevel-models.md)\n\n[Chapter 13. Adventures in Covariance](ch13_adventures-in-covariance.md)\n\n[Chapter 14. Missing Data and Other Opportunities](ch14_missing-data-and-other-opportunities.md)\n\n---\n\n## Other R packages for Bayes\n\nBelow are some of the common packages for using Baysian statistics in R. \nThe purpose of this collection is to serve as a reference for future work.\nAs I work through their vignettes (and possible other associated tutorals/articles), the markdown files will be linked below.\n\n**['rstanarm'](https://mc-stan.org/rstanarm/index.html)**\n\n- [my notes](bayes-packages/rstanarm.md)\n\n**['brms'](https://paul-buerkner.github.io/brms/)**\n\n**['ggmcmc'](https://cran.r-project.org/web/packages/ggmcmc/index.html)**\n\n**['tidybayes'](http://mjskay.github.io/tidybayes)**\n\n- [my notes](bayes-packages/tidybayes_vignettes.md)\n\n**['bayetestR'](https://easystats.github.io/bayestestR/)** (part of the 'easystats' suite of packages)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjhrcook%2Fstatistical-rethinking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjhrcook%2Fstatistical-rethinking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjhrcook%2Fstatistical-rethinking/lists"}