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LECTURE MATERIALS
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DATA SETS
MUSC Division of
Biostatistics and Epidemiology Home Page
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Date
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Topic
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Handouts
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Reading
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Tues, 24 Aug 2010
Thurs, 26 Aug 2010
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A
brief introduction and review of Linear Algebra
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Class notes
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J&W
Chapters 1 and 2
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Tues, 31 Aug 2010
Thurs, 2 Sept 2010
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Vectors
and matrices in R
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R reference card
R script
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Thurs, 2 Sept 2010
Tues, 7 Sept 2010
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Graphics
in R
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R script
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Fri,
10 Sept 2010
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LaTeX
intro
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Simple doc
More complicated doc
Beamer presentation
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Thurs, 9 Sept 2010
Tues, 14 Sept 2010
Thurs, 16 Sept 2010
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Properties
of random vectors
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J&W
Chapters 2 and 3
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Tues,
21 Sept 2010
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The
multivariate normal distribution
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R script 1
R script 2
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J&W
Chapter 4
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Thurs,
7 Oct 2010
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Simian
HIV example
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R script
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Thurs,
21 Oct 2010
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GLM
example using IMPACT data
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R script
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Thurs,
28 Oct 2010
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GEE
example using Isoproterenol data
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R script
In class R script
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Thurs,
4 Nov 2010
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GEE
example using low birthweight data
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R script
In class R script
Diagnostics R script
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GEE
– GOF
Lin,
Wei, Ying Biometrics 2002
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Summary
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Tues,
23 Nov 2010
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Principal
Components
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R script
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J&W
Chapter 8
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