In this talk,we propose a computationally efficient approach for selecting non-zero partial correlations under the high-dimension-low-sample-size setting.Th
We study estimation and statistical inference in a marginal proportional hazards model that can handle 1) linear effects,2) non-linear effects and 3) intera
The problems about probability distribution and mean estimation of the market portfolio of risk assets in CAPM were discussed.Under the prerequisite that th
In this paper we develop a varying-coeffceint logistic regression model for case-control studies.We propose a nonparametric estimator for the varying-coeffc
We propose a shrinkage method to estimate the coefficient function in a functional linear regression model when the value of the coefficient function is zer