BIOMETRY 726 
MULTIVARIATE METHODS IN BIOLOGY AND MEDICINE
Lecture Materials


From: Karpievitch et al., Bioinformatics 2007, 23:264-5.

 

 

 


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LECTURE MATERIALS

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DATA SETS

MUSC Division of Biostatistics and Epidemiology Home Page


 

 

 

Date

Topic

Handouts

Reading

Tues, 24 Aug 2010

Thurs, 26 Aug 2010

A brief introduction and review of Linear Algebra

Class notes

J&W Chapters 1 and 2

Tues, 31 Aug 2010

Thurs, 2 Sept 2010

Vectors and matrices in R

R reference card

R script

 

 

Thurs, 2 Sept 2010

Tues, 7 Sept 2010

Graphics in R

R script

 

Fri, 10 Sept 2010

LaTeX intro

Simple doc

More complicated doc

Beamer presentation

 

Thurs, 9 Sept 2010

Tues, 14 Sept 2010

Thurs, 16 Sept 2010

Properties of random vectors

 

J&W Chapters 2 and 3

Tues, 21 Sept 2010

The multivariate normal distribution

R script 1

R script 2

J&W Chapter 4

Thurs, 7 Oct 2010

Simian HIV example

R script

 

Thurs, 21 Oct 2010

GLM example using IMPACT data

R script

 

Thurs, 28 Oct 2010

GEE example using Isoproterenol data

R script

In class R script

 

Thurs, 4 Nov 2010

GEE example using low birthweight data

R script

In class R script

Diagnostics R script

 

 

GEE – GOF

Lin, Wei, Ying Biometrics 2002

Summary

 

Tues, 23 Nov 2010

Principal Components

R script

J&W Chapter 8

 

 

 

 

 

 

 

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