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COURSE SYLLABUS

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Psychology 594

Multivariate Analysis in Psychology
and Education

Fall, 2011



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 Instructor: \hspace{20ex} &  Teaching Assistant: \\
Lawrence Hubert &  Ehsan Bokhari\\
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{reading} \\

I. Introduction/Matrix Algebra & Matrix Algebra Notes \\ [1ex]
 

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

III. Random Vectors/Matrices, Linear &  \\
Combinations, Random Sampling &  Handout Notes\\ [1ex]

IV. Multivariate Normal Distributions & Handout Notes  \\ [1ex]


V. Principal Components & Handout Notes  \\ [1ex]

 

VI. Factor Analysis & Handout Notes  \\ [1ex]

 

VI. Canonical Correlation &  Handout Notes \\ [1ex]



VI. Discrimination/Classification & Handout Notes  \\ [1ex]

 

VII. Clustering/Scaling & My Matlab Toolboxes \\

 Proximity Representation  &    \\ [1ex]

 Multivariate Methods with R  &  Slide Handouts \\
 
 (if time permits) & \\




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