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Spatial Extended Hazard Model with Application to Prostate Cancer Survival

Spatial Extended Hazard Model with Application to Prostate Cancer Survival

Summary This article develops a Bayesian semiparametric approach to the extended hazard model, with generalization to high-dimensional spatially grouped data. County-level spatial correlation is accommodated marginally through the normal transformation model of Li and Lin (2006, Journal of the American Statistical Association101, 591–603), using a correlation structure implied by an …