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Prior elicitation, variable selection and Bayesian computation for logistic regression models

✍ Scribed by M.-H. Chen; J. G. Ibrahim; C. Yiannoutsos

Book ID
108547488
Publisher
Blackwell Publishing
Year
1999
Tongue
English
Weight
250 KB
Volume
61
Category
Article
ISSN
0952-8385

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## Abstract Variable selection in regression with very big numbers of variables is challenging both in terms of model specification and computation. We focus on genetic studies in the field of survival, and we present a Bayesian‐inspired penalized maximum likelihood approach appropriate for high‐di