Package: ProbBayes 1.1

ProbBayes: Probability and Bayesian Modeling

Functions and datasets to accompany J. Albert and J. Hu, "Probability and Bayesian Modeling", CRC Press, (2019, ISBN: 1138492566).

Authors:Jim Albert <[email protected]>

ProbBayes_1.1.tar.gz
ProbBayes_1.1.zip(r-4.7)ProbBayes_1.1.zip(r-4.6)ProbBayes_1.1.zip(r-4.5)
ProbBayes_1.1.tgz(r-4.6-any)ProbBayes_1.1.tgz(r-4.5-any)
ProbBayes_1.1.tar.gz(r-4.7-any)ProbBayes_1.1.tar.gz(r-4.6-any)
ProbBayes_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ProbBayes/json (API)

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

Bug tracker:https://github.com/bayesball/probbayes/issues

Datasets:

On CRAN:

Conda:

4.49 score 6 stars 103 scripts 244 downloads 37 exports 45 dependencies

Last updated from:805e62209f. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK145
source / vignettesOK179
linux-release-x86_64OK143
macos-release-arm64OK91
macos-oldrel-arm64OK150
windows-develOK148
windows-releaseOK85
windows-oldrelOK99
wasm-releaseOK109

Exports:bar_plotbayesian_crankbeta_areabeta_databeta_drawbeta_intervalbeta_prior_postbeta_quantilecentertitleChooseBetadraw_two_pdsamplingdspinnergibbs_betabingibbs_discretegibbs_normalincreasefontJAGS_scriptmany_normal_plotsmany_spinner_plotsmetropolisnormal_areanormal_drawnormal_intervalnormal_quantilenormal_updateprior_post_plotprob_plotrandom_walkspinner_bayesspinner_dataspinner_likelihoodsspinner_plotspinner_probstesting_priortwo_p_summarizetwo_p_update

Dependencies:base64encbslibcachemclicodacommonmarkcpp11digestfarverfastmapfontawesomefsggplot2gluegridExtragtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticeLearnBayeslifecyclemagrittrmemoisemimeotelpromisesR6rappdirsRColorBrewerRcpprlangS7sassscalesshinysourcetoolsvctrsviridisLitewithrxtable

Readme and manuals

Help Manual

Help pageTopics
Movie Ratingsanimation_ratings
Arm span and height measurementsarm_height
Bar plot of numeric or character databar_plot
Batting Statistics for 2018 Seasonbatting_2018
Computes Posterior Probabilities for Discrete Modelsbayesian_crank
Trend Estimates of Bird PopulationsBBS_survey
Displays Areas Under a Beta Curvebeta_area
Simulate random data from a beta curvebeta_data
Draw a Beta Curvebeta_draw
Probability Interval for a Beta Curvebeta_interval
Plot of Two Beta Curvesbeta_prior_post
Displays a Quantile of a Beta Curvebeta_quantile
Text Statistics for Booksbook_stats
Buffalo snowfall databuffalo_jan
Career Trajectory Data for Baseball Playerscareer_1978
Centers title in a ggplot2 graphiccentertitle
Expeditures of U.S. HouseholdsCEsample
Shiny App to Choose a Beta CurveChooseBeta
Personal Computer DataComputerPriceSample
Personality and VolunteeringCowles
Risk-adjusted mortality outcomes for all NYC hospitalsDeathHeartAttackDataNYCfull
Risk-adjusted mortality outcomes for Manhattan hospitalsDeathHeartAttackManhattan
Plot of Distribution of Two Proportionsdraw_two_p
Hypergeometric sampling densitydsampling
Computes likelihoods for spinner outcomesdspinner
Electricity Billselectricbills
Frequency use of words for Federalist Papersfederalist_word_study
Times to Serve for Roger Federerfederer_time_to_serve
Fire Calls for Zip Code Areasfire_calls
Football Field Goals Datasetfootball_field_goals
Gas bill datagas2017
Gibbs sampling of the beta-binomial distributiongibbs_betabin
Gibbs sampling of a bivariate discrete distributiongibbs_discrete
Gibbs sampling of the normal sampling posteriorgibbs_normal
Graduate School AdmissionGradSchoolAdmission
Frequency use of "can" for Federalist PapersHamilton_can
House price datahouse_prices
Homework Hours for Five SchoolsHWhours5schools
Increases font size of textincreasefont
JAGS Script for Common ModelsJAGS_script
Korean Drama RatingsKDramaData
U.S. Women Labor ParticipationLaborParticipation
Frequency use of "can" for Federalist PapersMadison_can
Graph of several normal curvesmany_normal_plots
Graphs a collection of spinnersmany_spinner_plots
Annual Marriage Counts in Italymarriage_counts
Nutritional data for McDonalds Sandwichesmcdonalds
Metropolis sampling of a continuous distributionmetropolis
Movies Sales Datamovies2017
Basketball Shooting Data for Point Guardsnba_guards
Displays Area Under a Normal Curvenormal_area
Draws a Normal Curvenormal_draw
Probability Interval for a Normal Curvenormal_interval
Displays a Quantile of a Normal Curvenormal_quantile
Updates a Normal Prior with Normal Datanormal_update
Winning Times in the 100 Meter Butterfly Raceolympic_butterfly
Graphs prior and posterior probabilitiesprior_post_plot
Constructs a graph of a probability distributionprob_plot
Professor Salary StudyProfessorSalary
Prices of One Carat Diamondspt100price
Prices of 0.99 Carat Diamondspt99price
Baseball Win-Loss Recordspythag2018
Metropolis sampling of a discrete distributionrandom_walk
Scores on Achievement ExamScoreData
Sleeping Timessleeping_times
Implements Bayes' rule for a spinner problemspinner_bayes
Simulate random data from a spinnerspinner_data
Computes likelihood matrix for many spinnersspinner_likelihoods
Constructs a spinnerspinner_plot
Display probability distribution for a spinnerspinner_probs
Taxi Farestaxi_fares
Tennis Times to Servetennis_serve
Testing prior for two proportionstesting_prior
Mike Trout Statcast Datatrout20
Summaries of a probability matrixtwo_p_summarize
Posterior updating of two proportionstwo_p_update
Times to Serve for Two Tennis Playerstwo_players_time_to_serve
Website tracking dataweb_visits