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Jun 12, 2025
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2014-2015 Graduate Studies Bulletin [Archived Catalog]
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STAT 535 - Introduction to Bayesian Data Analysis|Credits: 3
Principles of Bayesian statistics, including: one- and multi-sample analyses; Bayesian linear models; Monte Carlo approaches; prior elicitation; hypothesis testing and model selection; hierarchical models; selected advanced models; statistical packages such as WinBUGS and R.
Prerequisites: STAT 511 and 515 or equivalent, or CSCE 582 [=STAT 582]
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