A cloglog-link unified BART framework for ordinal, survival, and density regression is introduced, with conjugate truncated-exponential augmentation and a minimax-optimal posterior contraction rate for the ordinal core.
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A Unified Bayesian Nonparametric Framework for Ordinal, Survival, and Density Regression Using the Complementary Log-Log Link
A cloglog-link unified BART framework for ordinal, survival, and density regression is introduced, with conjugate truncated-exponential augmentation and a minimax-optimal posterior contraction rate for the ordinal core.