2019-2020 Undergraduate/Graduate Catalog

DATA 541 Advanced Estimation Methods

Predictive modeling methods for continuous response variables. Focus on feature selection and building and validating predictive models based on regularized regression approaches. Topics may include: multiple regression, partial least-squares regression, ridge regression, lasso, elastic net, least-angle regression, random forests for regression, and support vector machines for regression.

Credits

4

Prerequisite

DATA 512 or permission of department chair.

General Education

Offered

  • Fall
  • On Demand