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TESTING STRICT STATIONARITY WITH APPLICATIONS TO MACROECONOMIC TIME SERIES 期刊论文
INTERNATIONAL ECONOMIC REVIEW, 2017, 卷号: 58, 期号: 4, 页码: 1227-1277
作者:  Hong, Yongmiao;  Wang, Xia;  Wang, Shouyang
收藏  |  浏览/下载:110/0  |  提交时间:2018/07/30
Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 3959-3971
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
收藏  |  浏览/下载:98/0  |  提交时间:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 7, 页码: 3277-3292
作者:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
收藏  |  浏览/下载:137/0  |  提交时间:2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Nonparametric and semiparametric estimation of quantile residual lifetime for length-biased and right-censored data 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2017, 卷号: 45, 期号: 2, 页码: 220-250
作者:  Wang, Yixin;  Zhou, Zhefang;  Zhou, Xiao-Hua;  Zhou, Yong
收藏  |  浏览/下载:136/0  |  提交时间:2018/07/30
Cox model  length-bias  quantile residual lifetime model  right-censoring  
Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 5, 页码: 2254-2269
作者:  Mu, Biqiang;  Zheng, Wei Xing;  Bai, Er-Wei
收藏  |  浏览/下载:114/0  |  提交时间:2018/07/30
Additive nonlinear systems  asymptotic normality  backfitting estimator  high-dimensional systems  nonnegative garrote estimator  set convergence  variable selection  
Analyzing the general biased data by additive risk model 期刊论文
SCIENCE CHINA-MATHEMATICS, 2017, 卷号: 60, 期号: 4, 页码: 685-700
作者:  Li YanFeng;  Ma HuiJuan;  Wang DeHui;  Zhou Yong
收藏  |  浏览/下载:125/0  |  提交时间:2018/07/30
additive risk model  unified method  length-biased data  case-cohort design  
Robust functional sliced inverse regression 期刊论文
STATISTICAL PAPERS, 2017, 卷号: 58, 期号: 1, 页码: 227-245
作者:  Wang, Guochang;  Zhou, Jianjun;  Wu, Wuqing;  Chen, Min
收藏  |  浏览/下载:145/0  |  提交时间:2018/07/30
Dimension reduction  Functional regression  Functional sliced inverse regression  Robustness  
Dimension reduction estimation for probability density with data missing at random when covariables are present 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 181, 页码: 11-29
作者:  Deng, Jianqiu;  Wang, Qihua
收藏  |  浏览/下载:147/0  |  提交时间:2018/07/30
Kernel density estimation  Kernel regression  Dimension reduction  Missing at random  Asymptotic normality  
Sure explained variability and independence screening 期刊论文
JOURNAL OF NONPARAMETRIC STATISTICS, 2017, 卷号: 29, 期号: 4, 页码: 849-883
作者:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
收藏  |  浏览/下载:161/0  |  提交时间:2018/07/30
Feature screening  sure screening property  generalised measures of correlation  nonparametric inference  model-free approach  
A varying coefficient approach to estimating hedonic housing price functions and their quantiles 期刊论文
JOURNAL OF APPLIED STATISTICS, 2017, 卷号: 44, 期号: 11, 页码: 1979-1999
作者:  Wan, Alan T. K.;  Xie, Shangyu;  Zhou, Yong
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
Hedonic price function  heterogeneity  housing  kernel estimation  quantile regression  varying-coefficient