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STATS305C: Methods for Applied Statistics

Warm up

Introduction
Onesample
Normal Theory

Two sample tests

Hotelling T2
Alternative two sample

Regression

Multivariate regression
Structured

PCA

PCA I
PCA II
PCA III

Modeling covariance

Factor analysis
Covariance models
CCA
RKHS

Classifaction

Discriminant analysis
Penalized discriminants

Low-dimensional structure

MDS
Clustering

Assignments

Assignment 1
Assignment 2
Assignment 3

Index

By Jonathan Taylor

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