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COURSE SYLLABUS

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Psychology 594

Multivariate Analysis in Psychology
and Education

Fall, 2010



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 Instructor: \hspace{20ex} &  Teaching Assistant: \\
Lawrence Hubert &  Nate Helwig\\
433 Psychology Building & 418 Psychology Building \\
 & \\
Office Hours: Wednesday 1--3 & TBA \\
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\noindent Lectures: Wednesday and Friday 10-12

\hspace{6ex} 31 Psychology Building

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\underline{Tentative Topic Sequence}:

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\hspace{5ex} \emph{topic} & \emph{\# lectures} & \emph{reading} \\

Introduction/Matrix Algebra & 5 & A Statistical Guide\\
 & & for the \\
& & Ethically Perplexed \\
&  &  Matrix Algebra Notes \\ [1ex]

Matlab Introduction & 2 & Getting Started Guide \\
 & & Slide Handouts \\ [1ex]

Random Vectors/Matrices, Linear & 3 &  \\
Combinations, Random Sampling & &  \\

Multivariate Normal Distributions & &  \\

& & Handout Notes \\ [1ex]

Principal Components & 2 &  \\

 & & Handout Notes \\ [1ex]

Factor Analysis & 2 &  \\

 &  &  Handout Notes \\ [1ex]

Canonical Correlation & 1 &  \\

&  &  Handout Notes \\ [1ex]

Discrimination/Classification & 3 &  \\

 &  &  Handout Notes \\ [1ex]

 Clustering/Scaling & 6 & My Matlab Toolboxes \\

 Proximity Representation  &  &  \\ [1ex]

 Multivariate Methods with R  & 5  & Slide Handouts \\





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