User:Astipete/Books/Stat Basics

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