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M-estimation for periodic GARCH model with high-frequency data 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2017, 卷号: 33, 期号: 3, 页码: 717-730
Authors:  Fan, Peng-ying;  Wu, Si-xin;  Zhao, Zi-long;  Chen, Min
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asymptotic normality  consistency  high-frequency data  PGARCH model  M-estimator  
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
Authors:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
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Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
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
Authors:  Mu, Biqiang;  Zheng, Wei Xing;  Bai, Er-Wei
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Additive nonlinear systems  asymptotic normality  backfitting estimator  high-dimensional systems  nonnegative garrote estimator  set convergence  variable selection  
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
Authors:  Deng, Jianqiu;  Wang, Qihua
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Kernel density estimation  Kernel regression  Dimension reduction  Missing at random  Asymptotic normality  
An Extended Single-index Model with Missing Response at Random 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 卷号: 43, 期号: 4, 页码: 1140-1152
Authors:  Wang, Qihua;  Zhang, Tao;  Haerdle, Wolfgang Karl
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asymptotic normality  estimating equations  missing data  single-index models  
Composite quantile regression estimation for P-GARCH processes 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 5, 页码: 977-998
Authors:  Zhao Biao;  Chen Zhao;  Tao GuiPing;  Chen Min
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composite quantile regression  periodic GARCH process  strictly periodic stationarity  strong consistency  asymptotic normality  
Quasi-maximum exponential likelihood estimation for a non stationary GARCH(1,1) model 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 卷号: 45, 期号: 4, 页码: 1000-1013
Authors:  Pan, Baoguo;  Chen, Min
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Asymptotic normality  GARCH models  Non stationarity  Quasi-maximum exponential likelihood estimator  Primary 62M10  Secondary 62F12  
Partially varying coefficient single-index additive hazard models 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2015, 卷号: 67, 期号: 5, 页码: 817-841
Authors:  Wang, Xuan;  Wang, Qihua;  Zhou, Xiao-Hua Andrew
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Varying coefficient  Partially linear single-index  Two sets of estimating functions  Iteration  Asymptotic normality  
Weighted least absolute deviations estimation for periodic ARMA models 期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2015, 卷号: 31, 期号: 8, 页码: 1273-1288
Authors:  Pan, Baoguo;  Chen, Min;  Wang, Yan
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Periodic ARMA  WLADE  asymptotic normality  strict periodic stationarity  periodic ergodicity  
A varying-coefficient approach to estimating multi-level clustered data models 期刊论文
TEST, 2015, 卷号: 24, 期号: 2, 页码: 417-440
Authors:  You, Jinhong;  Wan, Alan T. K.;  Liu, Shu;  Zhou, Yong
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Asymptotic normality  Correlation  Nonparametric  Clustered data  Two-stage estimation