Package index • stat0002

Package

stat0002-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

R Markdown helper functions

word() html(): Create PDF, Word or HTML R output