Lecture Notes

Sample R Code from Lectures

This folder contains the sample code files referenced in the lecture notes, and used in lecture.

Complete Course Notes

This document is a compilation of all of the weekly lecture materials provided below, with the exception of the Correlation notes, which remain in their own file.

Week 1 - Introduction, Data Characterization, Management and Access

 

Week 2 - Experimental Design

 

Week 2 - Measures of Central Tendency

 

Week 3 - Probability and Simulation

 

Week 4 - Variance

 

Week 5 - The Normal Distribution

 

Week 5 - Graphic Analysis and Generation

 

Week 6,7 - One Sample Tests, Parametric and non-Parametric Tests

 

Week 7,8 - Two Sample tests

 

Week 8 - Correlation

 

Week 9 - Chi-square: Homogeneity and Independence

 

Week 11 - Goodness of Fit Tests

 

Week 12 - Power, Chi-square Follow-on Analyses

 

Week 13 - Statistical Models

 

Week 13 - Regression

 

Week 14 - Regression Diagnostics

 

Week 15, 16 - ANOVA

ANOVA lecture materials, including all corrections