Probability and Bayesian Modeling

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 |

GradSchoolAdmisson | 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 |

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