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Flexible Bayesian Slice-Sampling Algorithms: An Illustration Using the Hierarchical Piecewise Constant Proportional Hazards Latent Trait Model

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Journal of Educational and Behavioral Statistics

Published online on

Abstract

Journal of Educational and Behavioral Statistics, Ahead of Print.
The semi-parametric Cox proportional hazards latent trait model provides flexibility in fitting response times without imposing strong assumptions like parametric models, but it brings estimation challenges. In this paper, we propose a flexible and ...