Topic 4 Statistics and Probability Statistics Toolkit Correlation & Regression Non-linear Regression Probability Probability Distributions Random Variables Binomial Distribution Normal Distribution Combinations of Normal Distributions & Sample Mean Distributions Poisson Distribution Hypothesis Testing using the Chi-squared Distribution Hypothesis Testing for Population Parameters Transition Matrices & Markov Chains