P654 Applied Multivariate Statistical Analysis

 

Syllabus

Matrix Algebra      Homework 1

Random Variables

Multivariate Normal Distribution

General Linear Model  Homework2 Homework 3

Principle Component and Common Factor Models  Homework 4

Latent Structural Equation Models  Homework 5

Model Comparison Example

Categorical Models

Bayesian Classification

 Discriminant Function Analysis