Introduction

One-Way Analysis of Variance (ANOVA) Recap

Two-Way ANOVA - Assessing Two Effects in Same Model

Two-Way ANOVA - Allowing for Structure in The Data

Paired T-Test Using Two-Way ANOVA & ANOVA With More Effects

Regression Recap

General Linear Models (GLMs) - Introduction

GLM Fitting Categorical & Continuous Effects

Using GLMs to Adjust for Confounding Variables & Using GLMS for Prediction

GLMS – general points

GLMS – checking model assumptions

GLMs - General Points

Models for Other Data Types

Logistic Regression

Logistic Regression Example – Assessing Risk Factors

Logistic Regression Example Continued – Predicting Risk

Logistic Regression – General Points

Ordinal Logistic Regression

Survival Analysis

Repeated Measures Data

Mixed (or Multilevel) Models

Choice of Software Package

Self-Learning Resources