Apr 29, 2026  
2025-2026 University Academic Catalog 
    
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2025-2026 University Academic Catalog
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STAT 420 - Modern Regression Analysis

Credits: (3)
Instructional Method: Three hours lecture.
Prerequisites: STAT 302 .
Fundamental concepts in modern regression diagnostics. Choice of best subset model using cross validation methods. Study of collinearity and methods for combating collinearity. Use of residuals in regression diagnostics. Detection of high influence data points. Use of modern computer software.


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