Probability and Bayesian Modeling

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Documentation for package ‘ProbBayes’ version 1.1

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animation_ratings Movie Ratings
arm_height Arm span and height measurements
bar_plot Bar plot of numeric or character data
batting_2018 Batting Statistics for 2018 Season
bayesian_crank Computes Posterior Probabilities for Discrete Models
BBS_survey Trend Estimates of Bird Populations
beta_area Displays Areas Under a Beta Curve
beta_data Simulate random data from a beta curve
beta_draw Draw a Beta Curve
beta_interval Probability Interval for a Beta Curve
beta_prior_post Plot of Two Beta Curves
beta_quantile Displays a Quantile of a Beta Curve
book_stats Text Statistics for Books
buffalo_jan Buffalo snowfall data
career_1978 Career Trajectory Data for Baseball Players
centertitle Centers title in a ggplot2 graphic
CEsample Expeditures of U.S. Households
ChooseBeta Shiny App to Choose a Beta Curve
ComputerPriceSample Personal Computer Data
Cowles Personality and Volunteering
DeathHeartAttackDataNYCfull Risk-adjusted mortality outcomes for all NYC hospitals
DeathHeartAttackManhattan Risk-adjusted mortality outcomes for Manhattan hospitals
draw_two_p Plot of Distribution of Two Proportions
dsampling Hypergeometric sampling density
dspinner Computes likelihoods for spinner outcomes
electricbills Electricity Bills
federalist_word_study Frequency use of words for Federalist Papers
federer_time_to_serve Times to Serve for Roger Federer
fire_calls Fire Calls for Zip Code Areas
football_field_goals Football Field Goals Dataset
gas2017 Gas bill data
gibbs_betabin Gibbs sampling of the beta-binomial distribution
gibbs_discrete Gibbs sampling of a bivariate discrete distribution
gibbs_normal Gibbs sampling of the normal sampling posterior
GradSchoolAdmission Graduate School Admission
Hamilton_can Frequency use of "can" for Federalist Papers
house_prices House price data
HWhours5schools Homework Hours for Five Schools
increasefont Increases font size of text
JAGS_script JAGS Script for Common Models
KDramaData Korean Drama Ratings
LaborParticipation U.S. Women Labor Participation
Madison_can Frequency use of "can" for Federalist Papers
many_normal_plots Graph of several normal curves
many_spinner_plots Graphs a collection of spinners
marriage_counts Annual Marriage Counts in Italy
mcdonalds Nutritional data for McDonalds Sandwiches
metropolis Metropolis sampling of a continuous distribution
movies2017 Movies Sales Data
nba_guards Basketball Shooting Data for Point Guards
normal_area Displays Area Under a Normal Curve
normal_draw Draws a Normal Curve
normal_interval Probability Interval for a Normal Curve
normal_quantile Displays a Quantile of a Normal Curve
normal_update Updates a Normal Prior with Normal Data
olympic_butterfly Winning Times in the 100 Meter Butterfly Race
prior_post_plot Graphs prior and posterior probabilities
prob_plot Constructs a graph of a probability distribution
ProfessorSalary Professor Salary Study
pt100price Prices of One Carat Diamonds
pt99price Prices of 0.99 Carat Diamonds
pythag2018 Baseball Win-Loss Records
random_walk Metropolis sampling of a discrete distribution
ScoreData Scores on Achievement Exam
sleeping_times Sleeping Times
spinner_bayes Implements Bayes' rule for a spinner problem
spinner_data Simulate random data from a spinner
spinner_likelihoods Computes likelihood matrix for many spinners
spinner_plot Constructs a spinner
spinner_probs Display probability distribution for a spinner
taxi_fares Taxi Fares
tennis_serve Tennis Times to Serve
testing_prior Testing prior for two proportions
trout20 Mike Trout Statcast Data
two_players_time_to_serve Times to Serve for Two Tennis Players
two_p_summarize Summaries of a probability matrix
two_p_update Posterior updating of two proportions
web_visits Website tracking data