Statistical Science

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

David Clayton Schneider
Professor, Ocean Sciences and Department of Biology, Memorial University

Syllabus for   Fall 2024

Lecture Notes and Content
Quantitative Background
Quantifying Uncertainty
The General Linear Model. Single Explanatory Variable
The General Linear Model. Multiple Explanatory Variables
The Generalized Linear Model
Extensions of the General Linear Model.
  
Course Review
Review Questions
Reference Material

Labs
Inferential Cards
Equations
Probability Values from Distribution Functions
Probability Values by Randomization
The General Linear Model - Regression
The General Linear Model - Regression with Randomization
The General Linear Model: Single Factor ANOVA
The General Linear Model: Multifactor ANOVA
The General Linear Model. ANCOVA
Problem-Solving with the GLM. Setting up the Analysis
Problem-Solving with the GLM. Executing the Analysis
Logistic Regression
Bootstrap Estimates
Commands in    Minitab    SAS     R     Introduction to   R
Command files for    Systat    SPSS    Rcode    
Data Files
   Results from   Lab 1
   Getting started    srbx1311.txt  Litter size     srbx9_5.txt   Daphnia ages
   Data for   Labs
   Published articles with   Data   for assignments
   More   Data
Miscellaneous
How to   study for this course
About the Graduate Projects
General Linear Mixed Model   Workshops