4 citations · 8 across the 4 of their papers we have counts for
4 papers
On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization
Fei Jiang, Yeqing Zhou, Jianxuan Liu +1
We study estimation and testing in the Poisson regression model with noisy high dimensional covariates, which has wide applications in analyzing noisy big data. Correcting for the…
Bayesian Outdoor Defect Detection
Fei Jiang, Guosheng Yin
We introduce a Bayesian defect detector to facilitate the defect detection on the motion blurred images on rough texture surfaces. To enhance the accuracy of Bayesian detection on…
A spline-assisted semiparametric approach to non-parametric measurement error models
Fei Jiang, Yanyuan Ma, Raymond J. Carroll
It is well known that the minimax rates of convergence of nonparametric density and regression function estimation of a random variable measured with error is much slower than the…
Fused kernel-spline smoothing for repeatedly measured outcomes in a generalized partially linear model with functional single index
Fei Jiang, Yanyuan Ma, Yuanjia Wang
We propose a generalized partially linear functional single index risk score model for repeatedly measured outcomes where the index itself is a function of time. We fuse the nonpar…