Multiple testing becomes an increasingly important topic in high-dimensional statistical analysis.However,most commonly ......

This paper studies nonlinear cointegration models in which the structural coefficients may evolve smoothly over time,and......

We expand the notion of Gaussian sequence model to n experiments and propose a re-fined Stein estimation which relies on......

This talk will cover two recently proposed nonparametric methods.In the first part,I will speak on a nonparametric shrin......

We develop a novel method called SParse Optimal Transformations(SPOT)to simultaneously select important variables and ex......

In order to investigate the dynamic relationship between Chinese currency in circulation and inflation,this paper attemp......

For some HIV studies,we are interested in the temporal trends of HIV progression related biomarkers,especially the assoc......

GPS units mounted on a vehicle record its position,speed and bearing.The time series of positions then represents the tr......

本文用非参数回归方法中的核函数法和最近邻法来解释ＡＴＰ理论。通过不同核函数选择和最近邻估计中参数的变化以及鲁棒性回归的辅助解释......