Bayesian nonparametric quantile regression using splines

Paul A. Thompson; Yuzhi Cai; Rana Moyeed; Dominic E. Reeve; Julian Stander

doi:10.1016/j.csda.2009.09.004

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Bayesian nonparametric quantile regression using splines

Paul A. Thompson Yuzhi Cai Rana Moyeed Dominic E. Reeve Julian Stander

Year: 2009 Journal: Computational Statistics & Data Analysis Vol: 54 (4)Pages: 1138-1150 Publisher: Elsevier BV

DOI: 10.1016/j.csda.2009.09.004

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Keywords:

Quantile regression Quantile Mathematics Spline (mechanical) Markov chain Monte Carlo Bayesian probability Bayesian linear regression Nonparametric regression Bayesian inference Markov chain Statistics Smoothing spline Nonparametric statistics Econometrics Spline interpolation

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Bayesian Methods and Mixture Models

Physical Sciences → Computer Science → Artificial Intelligence

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Bayesian Inference

Physical Sciences → Mathematics → Statistics and Probability

Bayesian nonparametric quantile regression using splines

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