Does reference prior alleviate the incidental parameter problem?

作者:de Castro Mario*; Tomazella Vera L D
来源:Brazilian Journal of Probability and Statistics (Brazilian Stat. Assoc.), 2010, 24(3): 509-512.
DOI:10.1214/09-BJPS108

摘要

In this note we deal with a panel data model with fixed effects. We show that a Bayesian procedure based on the reference prior suffers from the incidental parameter problem, as also happens with the Jeffrey's prior [Econom. Lett. 82 (2004) 135-138]. Using an alternative prior distribution we present a solution to the problem.

  • 出版日期2010-11

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