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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

838

Version

0.0.2

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

September 25th, 2021

Functions in bayesrules (0.0.2)

Bald Eagle Count Data

Chicago AirBnB Data

Book Banning Data

Bird Counts Data

Chicago AirBnB Data

classification_summary_cv

Cross-Validated Posterior Classification Summaries

Himalayan Climber Data

Museum of Modern Art (MoMA) data sample

LGBTQ+ Rights Laws by State

naive_classification_summary_cv

Cross-Validated Posterior Classification Summaries for a Naive Bayes model

naive_classification_summary

Posterior Classification Summaries for a Naive Bayes model

Plot a Gamma Model for \(\lambda\)

plot_gamma_poisson

Plot a Gamma-Poisson Bayesian Model

A collection of 150 news articles

Plot a Beta Model with Credible Interval

Coffee Ratings Data

coffee_ratings_small

Coffee Ratings Data

Weather Data for 2 Australian Cities

Football Brain Measurements

Big Word Club (BWC)

Loon Count Data

weather_australia

Weather Data for 3 Australian Cities

Bechdel Test for over 1500 movies

Hotel Bookings Data

Museum of Modern Art (MoMA) data

plot_binomial_likelihood

Plot a Binomial Likelihood Function

Pop vs Soda vs Coke

Spotify Song Data

summarize_beta_binomial

Summarize a Beta-Binomial Bayesian model

Summarize a Beta Model for \(\pi\)

plot_normal_likelihood

Plot a Normal Likelihood Function

Plot a Normal Model for \(\mu\)

prediction_summary

Posterior Predictive Summaries

cherry_blossom_sample

Cherry Blossom Running Race

classification_summary

Posterior Classification Summaries

Capital Bikeshare Bike Ridership

Capital Bikeshare Bike Ridership (Registered and Casual Riders)

Plot a Beta Model for \(\pi\)

summarize_gamma_poisson

Summarize the Gamma-Poisson Model

pulse_of_the_nation

Cards Against Humanity's Pulse of the Nation Survey

summarize_gamma

Summarize a Gamma Model for \(\lambda\)

prediction_summary_cv

Cross-Validated Posterior Predictive Summaries

summarize_normal_normal

Summarize a Normal-Normal Bayesian model

Voice Pitch Data

Weather Data for Perth, Australia

plot_beta_binomial

Plot a Beta-Binomial Bayesian Model

plot_poisson_likelihood

Plot a Poisson Likelihood Function

plot_normal_normal

Plot a Normal-Normal Bayesian model

WNBA Basketball Data