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bayesrules

bayesrules is an R package to supplement the Bayes Rules! book. It contains datasets and functions that are used in the book. You can find vignettes on the package website.

Installation

You can install bayesrules from CRAN.

install.packages("bayesrules")

You can install the development version from GitHub. You would also need to install the devtools package if you do not have it installed already.

#install.packages("devtools") 
devtools::install_github("bayes-rules/bayesrules")

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Version

Install

install.packages('bayesrules')

Monthly Downloads

1,294

Version

0.0.3

License

GPL (>= 3)

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/bayes-rules/bayesrules/

Homepage

https://bayes-rules.github.io/bayesrules/docs/

Maintainer

Mine Dogucu

Last Published

January 20th, 2026

Functions in bayesrules (0.0.3)

Plot a Beta Model for \(\pi\)

Loon Count Data

naive_classification_summary

Posterior Classification Summaries for a Naive Bayes model

Museum of Modern Art (MoMA) data

naive_classification_summary_cv

Cross-Validated Posterior Classification Summaries for a Naive Bayes model

plot_binomial_likelihood

Plot a Binomial Likelihood Function

Plot a Beta Model with Credible Interval

Pop vs Soda vs Coke

prediction_summary

Posterior Predictive Summaries

plot_normal_likelihood

Plot a Normal Likelihood Function

Plot a Normal Model for \(\mu\)

plot_poisson_likelihood

Plot a Poisson Likelihood Function

plot_normal_normal

Plot a Normal-Normal Bayesian model

Plot a Gamma Model for \(\lambda\)

plot_gamma_poisson

Plot a Gamma-Poisson Bayesian Model

summarize_gamma

Summarize a Gamma Model for \(\lambda\)

summarize_normal_normal

Summarize a Normal-Normal Bayesian model

prediction_summary_cv

Cross-Validated Posterior Predictive Summaries

Voice Pitch Data

summarize_gamma_poisson

Summarize the Gamma-Poisson Model

pulse_of_the_nation

Cards Against Humanity's Pulse of the Nation Survey

Spotify Song Data

Weather Data for 2 Australian Cities

weather_australia

Weather Data for 3 Australian Cities

summarize_beta_binomial

Summarize a Beta-Binomial Bayesian model

Summarize a Beta Model for \(\pi\)

Weather Data for Perth, Australia

Book Banning Data

classification_summary_cv

Cross-Validated Posterior Classification Summaries

Bald Eagle Count Data

Chicago AirBnB Data

LGBTQ+ Rights Laws by State

Chicago AirBnB Data

Himalayan Climber Data

Bechdel Test for over 1500 movies

Capital Bikeshare Bike Ridership (Registered and Casual Riders)

WNBA Basketball Data

Capital Bikeshare Bike Ridership

Big Word Club (BWC)

coffee_ratings_small

Coffee Ratings Data

Bird Counts Data

Coffee Ratings Data

Hotel Bookings Data

A collection of 150 news articles

Football Brain Measurements

Museum of Modern Art (MoMA) data sample

cherry_blossom_sample

Cherry Blossom Running Race

classification_summary

Posterior Classification Summaries

plot_beta_binomial

Plot a Beta-Binomial Bayesian Model