Training

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)