Function reference • stat0002

Package
`stat0002-package` `_PACKAGE` `stat0002`	stat0002: Introduction to Probability and Statistics at UCL
Example data
`shuttle`	Challenger Space Shuttle Disaster Dataset
`days`	Mystery data in Exercises 1
`lymphoma`	T-cell count data
`clouds`	Cloud-seeding data
`daley`	Tokyo 2020 Olympics Men's Individual 10m platform
`ox_births`	Oxford Birth Times
`blood_types`	Blood Types
`ftse`	FTSE 100 Share Index
`co2_per_capita` `gdp_per_capita` `population_size` `life_expectancy`	World Bank Data
`flu`	Influenza data
`kerrich`	Kerrich's coin data
`berkeley`	Student Admisions at UCL Berkeley
`USelection`	The 2000 U.S. Presidential Election in Florida
`aussie_births`	Australian Birth Times Data
`hubble`	Nebulae data from Hubble (1929)
`hubble2`	Nebulae data from Freedman (2001)
`sea_temps`	Southern Hemisphere temperature anomalies 1850-2022
`birds`	Between-species dominance in birds data
`exchange`	UK/US and UK/Canada Exchange Rates
Plots
`box_plot`	Box plots
`scatter()`	Scatter plot with five number summary
`scatter_hist()`	Scatter plot with marginal histograms
`boxcox_plot()`	Plot Box-Cox transformed density functions
`qqexp()`	Exponential Quantile-Quantile plots
Summary statistics
`five_number()`	Five number summary
`q_skew()` `skew()`	Sample skewness functions
`boxplot_stats()`	Box Plot Statistics
`dmean()` `dmedian()` `dmode()` `tables()`	Calculation of diving scores
Simulation functions
`shuttle_sim()`	Simulate fake space shuttle data
`shuttle_sim_hists()`	Space shuttle: uncertainty in estimated probability of O-ring damage
`shuttle_sim_plot()`	Space shuttle: uncertainty in fitted linear logistic regression curve
`rbinomial()`	Simulates from a binomial distribution
`poisson_process_sim()`	Simulation of a Poisson process
`plot(<poisson_process>)`	Plot diagnostics a `poisson_process` object
Bayes’ theorem
`screening_test()`	Screening test calculations
`print(<screening_test>)`	Prints a `screening_test` object
Movies
`stat0002movies`	General information about the movies
`shuttle_movie()`	Challenger Space Shuttle Disaster Movie
`scatterplot_movie()`	US 2000 Presidential Election Movie: straightening scatter plots
`world_bank_movie`	World Bank Development Indicators Movie
`ox_births_movie()`	Oxford Birth Times Simulation Movie
`binomial_pmf_movie()`	Binomial p.m.f. movie
`poisson_process_movie()`	Poisson process movie
`poisson_process_check()`	Graphical checking of Poisson process properties
`normal_pdf_movie()`	Normal p.d.f. movie
`normal_areas_movie()`	Normal areas movie
`qq_plot_movie()`	Quantile-Quantile plot movie
`normal_sampling_distns_movie()`	Normal sampling distributions movie
`clt_normal_movie()`	Central Limit Theorem movie: normal data
`clt_exponential_movie()`	Central Limit Theorem movie: exponential data
`mean_vs_median_normal_movie()`	Sample mean vs sample median: normally distributed data
`mean_vs_median_t_movie()`	Sample mean vs sample median: Student's t distributed data
`two_by_two_movie()`	Test for lack of association in a 2 by 2 contingency table
`lin_reg_movie()`	Simple linear regression movie
`lev_inf_movie()`	Leverage and influence movie
`corr_sim_movie()`	Sampling distribution of the correlation coefficient movie

Reference

Package

Example data

Plots

Summary statistics

Simulation functions

Bayes’ theorem

Movies