1 citations · 1 across the 5 of their papers we have counts for
5 papers
Letter to the Editor
Yuao Hu, Ye Tian, Heng Lian
The paper by Alfons, Croux and Gelper (2013), Sparse least trimmed squares regression for analyzing high-dimensional large data sets, considered a combination of least trimmed squa…
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…
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…
On the Convergence of Bayesian Regression Models
Yuao Hu
We consider heteroscedastic nonparametric regression models, when both the mean function and variance function are unknown and to be estimated with nonparametric approaches. We der…
Gaussian Process Models for Nonparametric Functional Regression with Functional Responses
Heng Lian
Recently nonparametric functional model with functional responses has been proposed within the functional reproducing kernel Hilbert spaces (fRKHS) framework. Motivated by its supe…