323 citations · 394 across the 21 of their papers we have counts for
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Bayesian nonparametric mean residual life regression
Valerie Poynor, Athanasios Kottas
The mean residual life function is a key functional for a survival distribution. It has a practically useful interpretation as the expected remaining lifetime given survival up to…
Nonparametric Bayesian Inference for Mean Residual Life Functions in Survival Analysis
Valerie Poynor, Athanasios Kottas
The mean residual life function is a key functional for a survival distribution. It has a practically useful interpretation as the expected remaining lifetime given survival up to…
Bayesian Nonparametric Modeling for Multivariate Ordinal Regression
Maria DeYoreo, Athanasios Kottas
Univariate or multivariate ordinal responses are often assumed to arise from a latent continuous parametric distribution, with covariate effects which enter linearly. We introduce…
A Fully Nonparametric Modelling Approach to Binary Regression
Maria DeYoreo, Athanasios Kottas
We propose a general nonparametric Bayesian framework for binary regression, which is built from modeling for the joint response-covariate distribution. The observed binary respons…