307 citations · 624 across the 19 of their papers we have counts for
4 papers · 1 filter
Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood
Jinyuan Chang, Cheng Yong Tang, Yichao Wu
We consider an independence feature screening technique for identifying explanatory variables that locally contribute to the response variable in high-dimensional regression analys…
Marginal empirical likelihood and sure independence feature screening
Jinyuan Chang, Cheng Yong Tang, Yichao Wu
We study a marginal empirical likelihood approach in scenarios when the number of variables grows exponentially with the sample size. The marginal empirical likelihood ratios as fu…
Varying-coefficient functional linear regression
Yichao Wu, Jianqing Fan, Hans-Georg Müller
Functional linear regression analysis aims to model regression relations which include a functional predictor. The analog of the regression parameter vector or matrix in convention…
Local quasi-likelihood with a parametric guide
Jianqing Fan, Yichao Wu, Yang Feng
Generalized linear models and the quasi-likelihood method extend the ordinary regression models to accommodate more general conditional distributions of the response. Nonparametric…