Statistical Science

Biology/Ocean Science 4605 Biology 7220
Statistical Analysis in Biology and Environmental Science

Part 1     Quantitative Background     
Part 2     Quantifying Uncertainty      Review Questions
Part 3     The General Linear Model. Single Explanatory Variable     
Chapter 8    Statistical Inference with the General Linear Model. Introduction
Chapter 9    GLM Regression
    Chapter 9.1    Explanatory Variable Fixed by Experiment
    Chapter 9.2    Explanatory Variable Fixed into Classes
    Chapter 9.3    Explanatory Variable Measured with Error       In class presentation   
    Chapter 9.4    Exponential Functions
    Chapter 9.5    Power Laws
    Chapter 9.6    Power Laws - Non-Linear Regression
    Chapter 9.7    Model Revision
Chapter 10    GLM. ANOVA
    Chapter 10.1    Single Sample t-test
    Chapter 10.2    Two Sample t-test
    Chapter 10.3    One way ANOVA, Fixed Effects
    Chapter 10.4    One way ANOVA, Random Effects
Chapter 11    Review of the GLM - Single Explanatory Variable
    Chapter 11.1    Model Based versus Voodoo Statistics
    Chapter 11.2    Review of Concepts
    Chapter 11.3    Commentary on the Generic Recipe
Part 4     The General Linear Model. Multiple Explanatory Variables      Review Questions
Part 5     The Generalized Linear Model      Review Questions
Part 6     Extensions of the General Linear Model      Review Questions
Course Review and Review Questions