2 citations · 2 across the 4 of their papers we have counts for
5 papers
Corrected score methods for estimating Bayesian networks with error-prone nodes
Xianzheng Huang, Hongmei Zhang
Motivated by inferring cellular signaling networks using noisy flow cytometry data, we develop procedures to draw inference for Bayesian networks based on error-prone data. Two met…
Local polynomial regression for pooled response data
Dewei Wang, Xichen Mou, Xiang Li +1
We propose local polynomial estimators for the conditional mean of a continuous response when only pooled response data are collected under different pooling designs. Asymptotic pr…
Conditional density estimation with covariate measurement error
Xianzheng Huang, Haiming Zhou
We consider estimating the density of a response conditioning on an error-prone covariate. Motivated by two existing kernel density estimators in the absence of covariate measureme…
Parametric mode regression for bounded responses
Haiming Zhou, Xianzheng Huang
We propose new parametric frameworks of regression analysis with the conditional mode of a bounded response as the focal point of interest. Covariate effects estimation and predict…
Bandwidth selection for nonparametric modal regression
Haiming Zhou, Xianzheng Huang
In the context of estimating local modes of a conditional density based on kernel density estimators, we show that existing bandwidth selection methods developed for kernel density…