User:Junedu/Books/Math&Stat Manual

Math&Stat Manual

 * Basic Math
 * Trigonometric functions
 * Taylor series


 * Mathematical Probability
 * Distributions
 * Uniform distribution (continuous)
 * Binomial distribution
 * Poisson distribution
 * Exponential distribution
 * Gamma distribution
 * Normal distribution
 * Student's t-distribution
 * Order statistic


 * Basic
 * Statistical hypothesis testing
 * Type I and type II errors
 * Statistical power
 * Characteristic function (probability theory)
 * Chebyshev's inequality
 * Convergence of random variables


 * Probability Theory
 * Fatou's lemma
 * Law of large numbers
 * Lindeberg's condition
 * Central limit theorem
 * Lyapunov's central limit theorem


 * Nonparametric
 * Statistical Inference
 * Design of experiments
 * Randomized block design


 * Linear Model