Package: bayesrules 0.0.3

Mine Dogucu

bayesrules: Datasets and Supplemental Functions from Bayes Rules! Book

Provides datasets and functions used for analysis and visualizations in the Bayes Rules! book (<https://www.bayesrulesbook.com>). The package contains a set of functions that summarize and plot Bayesian models from some conjugate families and another set of functions for evaluation of some Bayesian models.

Authors:Mine Dogucu [aut, cre], Alicia Johnson [aut], Miles Ott [aut]

bayesrules_0.0.3.tar.gz
bayesrules_0.0.3.zip(r-4.7)bayesrules_0.0.3.zip(r-4.6)bayesrules_0.0.3.zip(r-4.5)
bayesrules_0.0.3.tgz(r-4.6-any)bayesrules_0.0.3.tgz(r-4.5-any)
bayesrules_0.0.3.tar.gz(r-4.7-any)bayesrules_0.0.3.tar.gz(r-4.6-any)
bayesrules_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
bayesrules/json (API)
NEWS

# Install 'bayesrules' in R:
install.packages('bayesrules', repos = c('https://bayes-rules.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bayes-rules/bayesrules/issues

Pkgdown/docs site:https://bayes-rules.github.io

Datasets:

On CRAN:

Conda:

bayesian-statisticsdata

8.19 score 74 stars 638 scripts 1.1k downloads 22 exports 127 dependencies

Last updated from:437a6396d7. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK274
source / vignettesOK253
linux-release-x86_64OK280
macos-release-arm64OK229
macos-oldrel-arm64OK250
windows-develOK322
windows-releaseOK213
windows-oldrelOK259
wasm-releaseOK148

Exports:classification_summaryclassification_summary_cvnaive_classification_summarynaive_classification_summary_cvplot_betaplot_beta_binomialplot_beta_ciplot_binomial_likelihoodplot_gammaplot_gamma_poissonplot_normalplot_normal_likelihoodplot_normal_normalplot_poisson_likelihoodprediction_summaryprediction_summary_cvsample_modesummarize_betasummarize_beta_binomialsummarize_gammasummarize_gamma_poissonsummarize_normal_normal

Dependencies:abindbackportsbase64encbayesplotBHbootbslibcachemcallrcheckmateclassclicolourpickercommonmarkcpp11crosstalkdescdigestdistributionaldplyrDTdygraphse1071evaluatefarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragroupdata2gtablegtoolshighrhmshtmltoolshtmlwidgetshttpuvigraphinlineisobandjanitorjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelitedownlme4loolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemimeminiUIminqanlmenloptrnumbersnumDerivotelpillarpkgbuildpkgconfigplyrposteriorprocessxpromisesproxypspurrrQuickJSRR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackrearrrreformulasreshape2rlangrmarkdownrstanrstanarmrstantoolsS7sassscalesshinyshinyjsshinystanshinythemessnakecasesourcetoolsStanHeadersstringistringrsurvivaltensorAthreejstibbletidyrtidyselecttimechangetinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo

Conjugate Families

Rendered fromconjugate-families.Rmdusingknitr::rmarkdownon May 20 2026.

Last update: 2021-06-10
Started: 2021-05-27

Model Evaluation

Rendered frommodel-evaluation.Rmdusingknitr::rmarkdownon May 20 2026.

Last update: 2022-03-14
Started: 2021-06-09

Readme and manuals

Help Manual

Help pageTopics
Chicago AirBnB Dataairbnb
Chicago AirBnB Dataairbnb_small
Bald Eagle Count Databald_eagles
WNBA Basketball Databasketball
Bechdel Test for over 1500 moviesbechdel
Big Word Club (BWC)big_word_club
Capital Bikeshare Bike Ridership (Registered and Casual Riders)bike_users
Capital Bikeshare Bike Ridershipbikes
Bird Counts Databird_counts
Book Banning Databook_banning
Cherry Blossom Running Racecherry_blossom_sample
Posterior Classification Summariesclassification_summary
Cross-Validated Posterior Classification Summariesclassification_summary_cv
Himalayan Climber Dataclimbers_sub
Coffee Ratings Datacoffee_ratings
Coffee Ratings Datacoffee_ratings_small
LGBTQ+ Rights Laws by Stateequality_index
A collection of 150 news articlesfake_news
Football Brain Measurementsfootball
Hotel Bookings Datahotel_bookings
Loon Count Dataloons
Museum of Modern Art (MoMA) datamoma
Museum of Modern Art (MoMA) data samplemoma_sample
Posterior Classification Summaries for a Naive Bayes modelnaive_classification_summary
Cross-Validated Posterior Classification Summaries for a Naive Bayes modelnaive_classification_summary_cv
Penguins Datapenguins_bayes
Plot a Beta Model for piplot_beta
Plot a Beta-Binomial Bayesian Modelplot_beta_binomial
Plot a Beta Model with Credible Intervalplot_beta_ci
Plot a Binomial Likelihood Functionplot_binomial_likelihood
Plot a Gamma Model for lambdaplot_gamma
Plot a Gamma-Poisson Bayesian Modelplot_gamma_poisson
Plot a Normal Model for muplot_normal
Plot a Normal Likelihood Functionplot_normal_likelihood
Plot a Normal-Normal Bayesian modelplot_normal_normal
Plot a Poisson Likelihood Functionplot_poisson_likelihood
Pop vs Soda vs Cokepop_vs_soda
Posterior Predictive Summariesprediction_summary
Cross-Validated Posterior Predictive Summariesprediction_summary_cv
Cards Against Humanity's Pulse of the Nation Surveypulse_of_the_nation
Sample Modesample_mode
Spotify Song Dataspotify
Summarize a Beta Model for pisummarize_beta
Summarize a Beta-Binomial Bayesian modelsummarize_beta_binomial
Summarize a Gamma Model for lambdasummarize_gamma
Summarize the Gamma-Poisson Modelsummarize_gamma_poisson
Summarize a Normal-Normal Bayesian modelsummarize_normal_normal
Voice Pitch Datavoices
Weather Data for 3 Australian Citiesweather_australia
Weather Data for Perth, Australiaweather_perth
Weather Data for 2 Australian Citiesweather_WU