18 citations · 36 across the 15 of their papers we have counts for
4 papers · 1 filter
Deconvolution density estimation with heteroscedastic errors using SIMEX
Xiao-Feng Wang, Jiayang Sun, Zhaozhi Fan
In many real applications, the distribution of measurement error could vary with each subject or even with each observation so the errors are heteroscedastic. In this paper, we pro…
Recent Developments in Nonparametric Inference and Probability
Jiayang Sun, Anirban DasGupta, Vince Melfi +1
There have been extensive developments recently in modern nonparametric inference and modeling. Nonparametric and semi-parametric methods are especially useful with large amounts o…
Spatial-temporal data mining procedure: LASR
Xiaofeng Wang, Jiayang Sun, Kath Bogie
This paper is concerned with the statistical development of our spatial-temporal data mining procedure, LASR (pronounced ``laser''). LASR is the abbreviation for Longitudinal Analy…
Sieve estimates for biased survival data
Jiayang Sun, Bin Wang
In studies involving lifetimes, observed survival times are frequently censored and possibly subject to biased sampling. In this paper, we model survival times under biased samplin…