University General Course Catalog 2021-2022 
    
    Mar 28, 2024  
University General Course Catalog 2021-2022 ARCHIVED CATALOG: LINKS AND CONTENT ARE OUT OF DATE. CHECK WITH YOUR ADVISOR.

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STAT 755 - Multivariate Data Analysis

(3 units)
Statistical analysis of multivariate data. Multivariate normal and related distributions, multivariate linear regression, canonical correlation analysis, principal components, factor analysis, and discrimination and classification.

Grading Basis: Graded
Units of Lecture: 3
Offered: Every Spring - Odd Years

Student Learning Outcomes
Upon completion of this course, students will be able to:
1. build, analyze, and interpret models based on multivariate Normal distribution.
2. perform essential Principal Component Analysis, Factor Analysis, Cluster Analysis, and Structural Equation Modeling using real data sets.
3. implement essential multivariate analyses in a professional statistical package, perform independent data analysis projects, write project reports and present the results to a professional audience, and Independently build multivariate analysis proficiency using professional literature.


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