Overview
Description
Statistical analysis of multivariate data. Multivariate normal and related distributions, multivariate linear regression, canonical correlation analysis, principal components, factor analysis, and discrimination and classification.
Units
Lecture3
Catalog Details
Offering
Offered: Every Spring - Odd Years
Terms
spring
Attributes
Standard
Learning Outcomes
- build, analyze, and interpret models based on multivariate Normal distribution.
- perform essential Principal Component Analysis, Factor Analysis, Cluster Analysis, and Structural Equation Modeling using real data sets.
- 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.