User:Rulrotkake/Books/Statistics

Statistics and ML

 * Mathematics background
 * Stirling's approximation
 * Continuous mapping theorem


 * Distributions
 * Beta function
 * Dirichlet distribution
 * Multivariate normal distribution


 * Statistics fundamentals
 * Wald test
 * Student's t-test
 * F-test
 * Statistical power
 * Completeness (statistics)
 * Akaike information criterion
 * Analysis of variance