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stat.CO2013★ 1 cited
Bayesian Quantile Regression for Partially Linear Additive Models
Yuao Hu, Kaifeng Zhao, Heng Lian
In this article, we develop a semiparametric Bayesian estimation and model selection approach for partially linear additive models in conditional quantile regression. The asymmetri…
stat.CO2011
Bayesian Quantile Regression for Single-Index Models
Yuao Hua, Robert B. Gramacy, Heng Lian
Using an asymmetric Laplace distribution, which provides a mechanism for Bayesian inference of quantile regression models, we develop a fully Bayesian approach to fitting single-in…