Based on work done by Lo and Weng (1989), we use Gamma process prior to specify non-parametric hazard rate functions. We have implemented simulation and inference for four bathtub hazard rate models. Our use of the translated Gamma Process prior for the log-convex hazard rate model is novel.
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