Package: bayesrules 0.0.3.9000

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]

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bayesrules.pdf |bayesrules.html
bayesrules/json (API)

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

Peer review:

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

Datasets:

On CRAN:

bayesian-statisticsdata

7.95 score 70 stars 422 scripts 912 downloads 22 exports 126 dependencies

Last updated 3 years agofrom:404fbdbae2. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winNOTENov 03 2024
R-4.5-linuxNOTENov 03 2024
R-4.4-winNOTENov 03 2024
R-4.4-macNOTENov 03 2024
R-4.3-winNOTENov 03 2024
R-4.3-macNOTENov 03 2024

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:abindbackportsbase64encbayesplotBHbootbslibcachemcallrcheckmateclassclicolorspacecolourpickercommonmarkcpp11crayoncrosstalkdescdigestdistributionaldplyrDTdygraphse1071evaluatefansifarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragroupdata2gtablegtoolshighrhmshtmltoolshtmlwidgetshttpuvigraphinlineisobandjanitorjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4loolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimeminiUIminqamunsellnlmenloptrnumbersnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpromisesproxypspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelrearrrreshape2rlangrmarkdownrstanrstanarmrstantoolssassscalesshinyshinyjsshinystanshinythemessnakecasesourcetoolsStanHeadersstringistringrsurvivaltensorAthreejstibbletidyrtidyselecttimechangetinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo

Conjugate Families

Rendered fromconjugate-families.Rmdusingknitr::rmarkdownon Nov 03 2024.

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

Model Evaluation

Rendered frommodel-evaluation.Rmdusingknitr::rmarkdownon Nov 03 2024.

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