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Sep 08, 2024
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STAT 3180 - Predictive Analytics
Uses predictive modeling skills for pricing and risk classification algorithms in the R programming language. Students learn how to do exploratory data analysis using the data visualization tools in Base R and the GGPlot graphical l package. Generalized Linear Modeling (GLM) techniques based on Gaussian, Binomial, Poisson, and Gamma families of distributions are applied. Data analysis and model validation techniques are explored to assess modeling data quality and statistical model fit.
Credit Hours: (3)
Prerequisite(s): MATH 1242 , STAT 1220 , STAT 1222 , or permission of department
Cross-listed Course(s): MATH 3180
Schedule of Classes
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