STA410H1: Statistical Computation

Hours

36L

Programming in an interactive statistical environment. Generating random variates and evaluating statistical methods by simulation. Algorithms for linear models, maximum likelihood estimation, and Bayesian inference. Statistical algorithms such as the Kalman filter and the EM algorithm. Graphical display of data.

Prerequisite
STA302H1/STAC67H3/STA302H5; CSC108H1/CSC110Y1/CSC120H1/CSC148H1/CSCA08H3/CSCA48H3/CSCA20H3/CSC108H5/CSC148H5; MAT223H1/MAT240H1/MATA22H3/MATA23H3/MAT223H5/MAT240H5
Distribution Requirements
Science
Breadth Requirements
The Physical and Mathematical Universes (5)