**Course Overview**

This course supplements several of the topics in the “Statistics, Hypothesis Testing, & Regression” course. Hypothesis Tests for relationships between 2 categorical variables is discussed. Regression models for non-continuous responses are covered in detail. Nonparametric hypothesis tests are covered (for cases where the distribution assumptions of the standard tests are violated).

**Seminar Content**

- Review of Discrete Distributions
- Binomial Distribution
- Hypergeometric Distribution
- Poisson Distribution
- Chi-Square Test of Independence
- Testing for relationship between 2 categorical variables

- Regression Models for Discrete Responses
- Binary Logistic Regression
- Ordinal Logistic Regression
- Nominal Logistic Regression
- Transformations & Distribution Fitting
- Transforming Data
- Distribution Fitting

- 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)