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Nov 02, 2024
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MATH 180: Modern Applied Statistics Units: 4
Introduction to modern applied statistics emphasizing computational methods to deal with high-dimensional data. Multivariate linear and nonlinear regression, model selection, overfitting, cross-validation, bootstrapping and quantification of uncertainty in model parameters and predictions, principal component analysis, and classification.
Course Details Repeats Allowed for Credit: 0
Laboratory included Normal Letter Grade only
GE Requirements - Upper Division: Crossroads
- Approaches to Knowledge: Natural Science
- Badge: Scientific Method
- Badge: Quantitative and Numerical Analysis
- Badge: Practical and Applied Knowledge
Requisites and Restrictions Prerequisite Courses: MATH 024 and MATH 032 Instructor Permission Required: No
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