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Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks
We present a novel Bayesian nonparametric regression model for covariates X and continuous response variable Y ∈ ℝ. The model is parametrized in terms of marginal distributions for Y and X and a regression function which tunes the stochastic ordering of the conditional distributions F (y|x). By adop...
Gorde:
| Argitaratua izan da: | Electron J Stat |
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| Egile Nagusiak: | , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
2016
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5881922/ https://ncbi.nlm.nih.gov/pubmed/29623150 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-EJS1032 |
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