Computational Statistics for Data Science
Overview
Subject area
MATH
Catalog Number
343
Course Title
Computational Statistics for Data Science
Department(s)
Description
Topics may include the Score and generalized likelihood ratio tests, chi-squaredtests, Kolmogorov-Smirnov test, basic linear model theory, ridge and lasso, Metropolis-within-Gibbs sampling, permutation tests, the bootstrap and survival modeling. Special topics. Not open to students who are taking or who have received credit for MATH 643.
Typically Offered
Fall, Spring
Academic Career
Undergraduate
Liberal Arts
Yes
Credits
Minimum Units
3
Maximum Units
3
Academic Progress Units
3
Repeat For Credit
No
Components
Name
Lecture
Hours
3
Requisites
035099