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STAT 505: Applied Multivariate Statistical Analysis

Offered By: Pennsylvania State University via OPEN.ED@PSU

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Multivariate Analysis Courses Data Analysis Courses Minitab Courses Factor Analysis Courses Classification Courses Clustering Courses Principal Component Analysis Courses

Course Description

Overview

Students completing this course should be able to:

  • Select appropriate methods of multivariate data analysis, given multivariate data and study objectives;
  • Write SAS and/or Minitab programs to carry out multivariate data analyses;
  • Interpret results of multivariate data analyses.

Syllabus

This is a graduate level 3-credit, asynchronous online course. In this course we will examine a variety of statistical methods for multivariate data, including multivariate extensions of t-tests and analysis of variance, dimension reduction techniques such as principal component analysis, factor analysis, canonical correlation analysis, and classification and clustering methods.


Taught by

Dr. Stephen Rathbun was the original author to develop materials for th

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