User:Astipete/Books/Stat Basics




WikiProject Wikipedia-Books (questions and assistance). Edit this book: Book Creator · Wikitext Order a printed copy from: PediaPress [ About ] [ Advanced ] [ FAQ ] [ Feedback ] [ Help ] [ WikiProject ] [ Recent Changes ]

Stat Basics

Statistical tests: Statistical hypothesis testing; Lady tasting tea; Fisher's exact test; Statistical model; Statistical significance; Null hypothesis; Alternative hypothesis; Type I and type II errors; Statistical power; P-value; Confidence interval; Sample mean and sample covariance; Variance; Normality test; Shapiro–Wilk test; Kolmogorov–Smirnov test; Q–Q plot; Wald test; Likelihood-ratio test; Student's t-test; Welch's t test; F-test; Fixed effects model; Random effects model; Mixed model; Analysis of variance; One-way analysis of variance; Kruskal–Wallis one-way analysis of variance; Akaike information criterion; Resampling (statistics)
Non-parametric methods: Mann–Whitney U test; Log-rank test; Wilcoxon signed-rank test; McNemar's test; Kaplan–Meier estimator; Contingency table
Distributions: Normal distribution; Student's t-distribution; Binomial distribution; Bernoulli distribution; Poisson distribution; F-distribution; Hypergeometric distribution; Log-normal distribution