Oct 15, 2024  
2019-2020 Catalog 
    
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2019-2020 Catalog [ARCHIVED CATALOG]

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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
Repeatable for Credit: No
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: MATH 024 and MATH 032
Instructor Permission Required: No


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