|
|
|
Nov 23, 2024
|
|
MATH 154 PO - Computational Statistics
CrsNo MATH154 PO
When Offered: Offered alternate years; next offered fall 2015.
Instructor(s): G. Chandler, J. Hardin
An introduction to computationally intensive statistical techniques. Topics may include: random variable generation, Markov Chain Monte Carlo, tree based methods (CART, random forests), kernel based techniques (support vector machines), optimization, other classification, clustering & network analysis, the bootstrap, dimension reduction techniques, LASSO, and the analysis of large data sets. Theory and applications are both highlighted. Algorithms will be implemented using statistical software. Prerequisites: MATH 031 PO or MATH 032 PO ; and MATH 058 PO .
Add to Portfolio (opens a new window)
|
|
|
