STAT 505 - Multivariate Analysis

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Lesson 0: Introduction to Course Materials
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Exercises, Datasets and Programs

 

Intro to SAS: See STAT 480

 

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Section 2: Multivariate Data

Lesson 1: Matrix Review

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Lesson 2: Graphical Display of Multivariate Data
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Lesson 3: Measures of Central Tendency, Dispersion, and Association
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Lesson 4: Linear Combinations of Random Variables
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Lesson 5: Multivariate Normal Distribution
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Lesson 6: Properties of the Sample Mean and Correlation
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Lesson 7: Partial Correlations
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Section 3: Inferences about Multivariate Means

Lesson 8: One-Sample Hotelling's T-Square

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Lesson 9: Paired Hotelling's T-Square

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Lesson 10: Two-Sample Hotelling's T-Square

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Lesson 11: One-Way MANOVA
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Lesson 12: Two-Way MANOVA
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Lesson 13: Repeated Measures Experiments

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Lesson 14: Discriminant Analysis
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Section 4: Data Reduction

Lesson 15: Principal Components Analysis
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Lesson 16: Factor Analysis
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Lesson 17: Canonical Correlation Analysis
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Lesson 18: Cluster Analysis
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