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A New Criterion for Confounder Selection

✍ Scribed by Tyler J. VanderWeele; Ilya Shpitser


Book ID
109224549
Publisher
John Wiley and Sons
Year
2011
Tongue
English
Weight
163 KB
Volume
67
Category
Article
ISSN
0006-341X

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A new criterion for variable selection
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The variable/model selection problem is reexamined from a Bayesian perspective using data splitting to establish a joint prior for the relevent parameters. This allows for the required integrations that have to be performed to be over the same dimensional parameter space. It also produces a result w