Advanced Regression Methods for Dependent Data

Covers longitudinal data models, generalized linear and non-linear mixed models; marginal versus conditional models; generalized estimating equations, likelihood-based inference, REML, BLUP, and computation of integrals; Bayesian inference: Markov chain Monte Carlo; covariance models, including models for split plot designs; comparison of approaches; and diagnostics.

Prefix
BIOST
Number
571
Credits
3
Variable Credit?
No
Credit/no-credit only?
No
Prereq
BIOST570/STAT570.
Joint Class?
Yes
With
STAT 571
Offered
Winter
Past Syllabi