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stat.ME2014
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…
stat.ME2014★ 24 cited
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…