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Mar 28, 2024
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EXST 7152 Advanced Topics in Statistical Modeling (3) Prereq.: EXST 7013 or EXST 7014 or EXST 7015 and EXST 7034 or equivalent or consent of department head. Regularized linear regression and classification methods; penalized spline fitting to normal and non-normal data; tree-based methods; ensemble methods including boosting; support vector machine and kernel-based methods.
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