Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks

Tristan Gray-Davies; Chris C. Holmes; François Caron

doi:10.1214/15-ejs1032

Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks

Electronic Journal of Statistics ◽

10.1214/15-ejs1032 ◽

2016 ◽

Vol 10 (2) ◽

pp. 1807-1828 ◽

Cited By ~ 1

Author(s):

Tristan Gray-Davies ◽

Chris C. Holmes ◽

François Caron

Keyword(s):

Nonparametric Regression ◽

Bayesian Nonparametric ◽

Luce Model

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Robust Bayesian Nonparametric Regression

Contributions to Statistics - Statistical Theory and Computational Aspects of Smoothing ◽

10.1007/978-3-642-48425-4_11 ◽

1996 ◽

pp. 128-148 ◽

Cited By ~ 2

Author(s):

C. K. Carter ◽

R. Kohn

Keyword(s):

Nonparametric Regression ◽

Bayesian Nonparametric

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Bayesian Nonparametric Regression and Density Estimation Using Integrated Nested Laplace Approximations

Journal of Biometrics & Biostatistics ◽

10.4172/2155-6180.1000e125 ◽

2013 ◽

Vol 04 (04) ◽

Cited By ~ 2

Author(s):

Xiao-Feng Wang

Keyword(s):

Density Estimation ◽

Nonparametric Regression ◽

Bayesian Nonparametric

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Radiation response data analysis using Bayesian nonparametric regression models with shape-restriction

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1295 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1295-1304

Author(s):

Seongil Jo ◽

Seungwon Seo ◽

Kwangwoo Jung ◽

Hyoungwoo Bai

Keyword(s):

Data Analysis ◽

Nonparametric Regression ◽

Regression Models ◽

Radiation Response ◽

Bayesian Nonparametric ◽

Response Data ◽

Shape Restriction

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Bayesian nonparametric regression models for modeling and predicting healthcare claims

Insurance Mathematics and Economics ◽

10.1016/j.insmatheco.2018.06.002 ◽

2018 ◽

Vol 83 ◽

pp. 1-8 ◽

Cited By ~ 3

Author(s):

Robert Richardson ◽

Brian Hartman

Keyword(s):

Nonparametric Regression ◽

Regression Models ◽

Bayesian Nonparametric

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A note on Bayesian nonparametric regression function estimation

Statistical Methods & Applications ◽

10.1007/s10260-007-0064-6 ◽

2007 ◽

Vol 17 (3) ◽

pp. 321-334 ◽

Cited By ~ 2

Author(s):

Catia Scricciolo

Keyword(s):

Nonparametric Regression ◽

Regression Function ◽

Function Estimation ◽

Bayesian Nonparametric

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Adaptive Bayesian Nonparametric Regression Using a Kernel Mixture of Polynomials with Application to Partial Linear Models

Bayesian Analysis ◽

10.1214/19-ba1148 ◽

2020 ◽

Vol 15 (1) ◽

pp. 159-186

Author(s):

Fangzheng Xie ◽

Yanxun Xu

Keyword(s):

Nonparametric Regression ◽

Linear Models ◽

Bayesian Nonparametric ◽

Partial Linear ◽

Partial Linear Models

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Bayesian Nonparametric Regression Analysis of Data with Random Effects Covariates from Longitudinal Measurements

Biometrics ◽

10.1111/j.1541-0420.2010.01489.x ◽

2010 ◽

Vol 67 (2) ◽

pp. 454-466 ◽

Cited By ~ 9

Author(s):

Duchwan Ryu ◽

Erning Li ◽

Bani K. Mallick

Keyword(s):

Regression Analysis ◽

Nonparametric Regression ◽

Random Effects ◽

Bayesian Nonparametric ◽

Longitudinal Measurements

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A Bayesian Nonparametric Regression Model With Normalized Weights: A Study of Hippocampal Atrophy in Alzheimer’s Disease

Journal of the American Statistical Association ◽

10.1080/01621459.2013.879061 ◽

2014 ◽

Vol 109 (506) ◽

pp. 477-490 ◽

Cited By ~ 3

Author(s):

Isadora Antoniano-Villalobos ◽

Sara Wade ◽

Stephen G. Walker

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Regression Model ◽

Nonparametric Regression ◽

Hippocampal Atrophy ◽

Bayesian Nonparametric ◽

Nonparametric Regression Model

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Sparse Bayesian nonparametric regression

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390168 ◽

2008 ◽

Cited By ~ 22

Author(s):

François Caron ◽

Arnaud Doucet

Keyword(s):

Nonparametric Regression ◽

Bayesian Nonparametric

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Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2752005 ◽

2018 ◽

Vol 29 (9) ◽

pp. 4128-4139 ◽

Cited By ~ 1

Author(s):

Sihan Xiong ◽

Yiwei Fu ◽

Asok Ray

Keyword(s):

Panel Data ◽

Nonparametric Regression ◽

Regression Modeling ◽

Bayesian Nonparametric ◽

Sequential Classification

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