supported in part by the National Natural Science Foundation of China(Grant Nos.11471223,11231010,11028103,11071022,11501586,71420107025);Key project of Beijing Municipal Education Commission(Grant No.KZ201410028030);the Foundation of Beijing Center for Mathematics and Information Interdisciplinary Sciences
A consistent test via the partial penalized empirical likelihood approach for the parametric hy- pothesis testing under the sparse case, called the partial penalized empirical likelihood ratio (PPELR) test, is propo...
supported by National Natural Science Foundation of China (Grant Nos. 11071022, 11231010 and 11471223);Beijing Center for Mathematics and Information Interdisciplinary Science;Key Project of Beijing Municipal Educational Commission (Grant No. KZ201410028030)
This paper aims to develop a new robust U-type test for high dimensional regression coefficients using the estimated U-statistic of order two and refitted cross-validation error variance estimation. It is proved that ...
Supported by the National Natural Science Foundation of China(11071022);the Key Project of Hubei Department of Education(D20092207)
The generalized conditional fault-tolerant embedding is investigated, in which the n-dimensional folded hypercube networks (denoted by FQn) acts as the host graph, and the longest fault-free cycle represents the gue...
supported by National Natural Science Foundation of China(Grant Nos.71420107025,11071022,11231010 and 11471223);the Innovation Foundation of Beijing University of Aeronautics and Astronautics for Ph.D.graduates(Grant No.YWF-14-YJSY-027);the National High Technology Research and Development Program of China(863 Program)(Grant No.SS2014AA012303);Beijing Center for Mathematics and Information Interdisciplinary Sciences,Key Project of Beijing Municipal Educational Commission(Grant No.KZ201410028030);Youth Doctor Development Funding Project for"121"Human Resources of Central University of Finance and Economics(Grant No.QBJ1423)
We propose sieve M-estimator for a semi-functional linear model in which the scalar response is explained by a linear operator of functional predictor and smooth functions of some real-valued random variables.Spline e...
supported by National Institute on Drug Abuse(Grant Nos.R21-DA024260 and P50-DA10075);National Natural Science Foundation of China(Grant Nos.11071077,11371236,11028103,11071022 and 11028103);Innovation Program of Shanghai Municipal Education Commission;Pujiang Project of Science and Technology Commission of Shanghai Municipality(Grant No.12PJ1403200);Program for New Century Excellent Talents,Ministry of Education of China(Grant No.NCET-12-0901)
We are concerned with robust estimation procedures to estimate the parameters in partially linear models with large-dimensional covariates. To enhance the interpretability, we suggest implementing a noncon- cave regul...