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Mar 28, 2024
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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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