Statistical Theory for Data Science
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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