Aug 15, 2025  
2025-2026 Undergraduate Catalog - SCCC & Day Students 
    
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2025-2026 Undergraduate Catalog - SCCC & Day Students

STAT 451 - Statistical Learning for Data Analytics

Credit Hours: 3

Prerequisites: STAT 261  or STAT 366  or BANA 201  
An introduction of using statistical packages such as R to analyze data from real world examples. Topics include exploratory analysis of data, the analysis of variance, linear regression models, multiple comparisons, regularization techniques, model selection, dimension reduction, and resampling techniques such as bootstrap method.