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STAT 520: Statistical Methods III

(3-0) Cr. 3. F.

Prereq: STAT 510; STAT 447 or STAT 543 or STAT 588
Nonlinear regression; generalized least squares; asymptotic inference. Generalized linear models; exponential dispersion families; maximum likelihood and inference. Designing Monte Carlo studies; bootstrap; cross-validation. Fundamentals of Bayesian analysis; data models, priors and posteriors; posterior prediction; credible intervals; Bayes Factors; types of priors; simulation of posteriors; introduction to hierarchical models and Markov Chain Monte Carlo methods.

Agronomy

http://catalog.iastate.edu/collegeofagricultureandlifesciences/agronomy/

...526, STAT 587, STAT 402, STAT 407, STAT...506, AGRON 513, AGRON 520, AGRON 521, AGRON...