Part 1     Quantitative Background     

Part 2     Quantifying Uncertainty      Review Questions

Part 3     The General Linear Model. Single Explanatory Variable     

Part 4     The General Linear Model. Multiple Explanatory Variables      Review Questions

Part 5     The Generalized Linear Model     
Chapter 16    Introduction
    Chapter 16.1    Normal Error with Identity Link
    Chapter 16.2    Count Data
    Chapter 16.3    Goodness of Fit Tests
    Chapter 16.4    Non-normal Errors - Continuous Data
    Chapter 16.5    Notation and Choice of Probability Model

Chapter 17    Poisson Response Variable
    Chapter 17.1    Poisson Regression
    Chapter 17.2    Single Categorical Explanatory Variable (Log-linear Model)
    Chapter 17.3    Single Categorical Explanatory Variable (Power of Test)
    Chapter 17.4    Two Categorical Explanatory Variables (Contingency test)
    Chapter 17.5    Poisson ANCOVA
    Chapter 17.6    Model Revision

Chapter 18    Binomial Response Variables
    Chapter 18.1    Logistic Regression (Dose - Response)
    Chapter 18.2    Single Factor. Prospective Analysis
    Chapter 18.3    Single Factor. Retrospective Analysis
    Chapter 18.4    Single Random Factor
    Chapter 18.5    Single Explanatory Variable. Ordinal Scale
    Chapter 18.6    Two Categorical Explanatory Variables
    Chapter 18.7    Logistic ANCOVA

Part 6     Extensions of the General Linear Model      Review Questions

Course Review and Review Questions

Home