Displaying similar documents to “Classical and bayesian approaches to the change-point problem : fixed sample and sequential procedures”

Objective Bayesian point and region estimation in location-scale models.

José M. Bernardo (2007)

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Point and region estimation may both be described as specific decision problems. In point estimation, the action space is the set of possible values of the quantity on interest; in region estimation, the action space is the set of its possible credible regions. Foundations dictate that the solution to these decision problems must depend on both the utility function and the prior distribution. Estimators intended for general use should surely be invariant under one-to-one transformations,...

Survival analysis with coarsely observed covariates.

Soren Feodor Nielsen (2003)

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In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared.