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This is the preliminary program for the 2008 Joint Statistical
Meetings in Denver, Colorado.
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The views expressed here are those of the individual authors and not necessarily those of the ASA or its board, officers, or staff. Back to main JSM 2008 Program page |
= Applied Session,
= Theme Session,
= Presenter|
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| CE_39T | Wed, 8/6/08, 1:00 PM - 2:45 PM | HY-Capitol Ballroom 3 |
| Introduction to Bayesian Analysis Using SAS Software - Continuing Education - CTW | ||
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ASA |
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| Instructor(s): Fang Chen, SAS Institute Inc. | ||
| Bayesian methods have become increasingly popular in recent years in a number of disciplines. This workshop will provide an introduction to Bayesian methods with applications in the generalized linear model and survival analysis. The first part will provide an overview of Bayesian methodology, including motivation and Bayesian inference, and computational methods and convergence diagnostics relevant to the SAS implementation. The second part will cover applications using new capabilities in SAS/STAT software in the GENMOD, LIFEREG, and PHREG procedures, which are based on Gibbs sampling. Examples will include linear regression, logistic regression, Poisson regression, Cox regression, parametric survival models, and the piecewise exponential model. Note that these enhanced procedures are available in the newly available SAS 9.2. A master's-level knowledge of statistics is assumed, as well as experience with generalized linear models and survival analysis. Previous exposure to Bayesian methods is useful, but not required. | ||
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JSM 2008
For information, contact jsm@amstat.org
or phone (888) 231-3473. If you have questions about the Continuing Education program,
please contact the Education Department. |