Apr 06, 2020  
2017-2018 Catalog 
    
2017-2018 Catalog [ARCHIVED CATALOG]

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MATH 180: Modern Applied Statistics


[4 units]

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.

Prerequisite: MATH 024  and MATH 032 . Normal Letter Grade only. Laboratory included.


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