Statistical Theory for Data Science

Overview

Subject area

MATH

Catalog Number

341

Course Title

Statistical Theory for Data Science

Department(s)

Description

Point estimation, confidence sets and hypothesis testing from both the Frequentistand Bayesian perspectives. Topics may also include power calculations, multiple comparisons, model selection and randomized experimentation. Not open to students who are taking or who have received credit for MATH 641.

Typically Offered

Fall, Spring

Academic Career

Undergraduate

Liberal Arts

Yes

Credits

Minimum Units

4

Maximum Units

4

Academic Progress Units

4

Repeat For Credit

No

Components

Name

Lecture

Hours

4

Requisites

028868

Course Schedule