University Maths Notes - Probability and Statistics

University Maths Notes: Probability and Statistics

Formulae	Marginal Probability Distributions
Conditional Probability Distributions	Markov Chains
The Method of Maximum Likelihood	Probability Generating Functions
Moment Generating Functions	ANOVA
The Gamma Distribution	The F - Distribution
Normal Probability Plots – Testing for Normality	Covariance and Correlation of Linear Combinations of the Standard Normal Distribution
The Weibull Distribution	The Negative Binomial Distribution
The Hypergeometric Distribution	Confidence Intervals for the Coefficients of Regression Lines
The Wilcoxon Signed Rank Test	The Triangular Distribution
The Two Sample t - Test	Control Charts
Multiple Regression Analysis	Stochastic Processes
The Pareto Distribution	The Bivariate Normal Distribution
The Mann – Whitney - Wilcoxon Test	Clinical Trials
The Lognormal Distribution	The Beta Distribution
Bayes Theory