Advanced Statistics, Hypothesis Testing, & Regression Topics

Seminar Content (1 or 2 Days)

1. Discrete Distributions
   • Binomial Distribution
   • Hypergeometric Distribution
   • Poisson Distribution
2. Chi-Square Test of Independence
   • Testing for relationship between 2 categorical variables
3. Regression Models for Discrete Responses
   • Binary Logistic Regression
   • Ordinal Logistic Regression
   • Nominal Logistic Regression
4. Nonparametric Hypothesis Tests
   • 1-Sample Sign Test and Wilcoxon Test (1 Median)
   • 2-Sample Rank Test (Mann-Whitney) (2 Medians)
   • Kruskal-Wallis Test and Mood’s Median Test (Multiple Medians)
   • Levene’s Test (2 Variances)