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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  
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
Authors:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
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Feature screening  sure screening property  generalised measures of correlation  nonparametric inference  model-free approach  
Estimated conditional score function for missing mechanism model with nonignorable nonresponse 期刊论文
Science China. Mathematics, 2017, 卷号: 60, 期号: 7, 页码: 1197
Authors:  Cui Xia;  Zhou Yong
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Dimension reduction based linear surrogate variable approach for model free variable selection 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 卷号: 169, 页码: 13-26
Authors:  Dai, Pengjie;  Ding, Xiaobo;  Wang, Qihua
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Adaptive LASSO  Central subspace  Linear surrogate variable  Sufficient dimension reduction  Variable selection  
Inference on quantile residual life function under right-censored data 期刊论文
JOURNAL OF NONPARAMETRIC STATISTICS, 2016, 卷号: 28, 期号: 3, 页码: 617-643
Authors:  Lin, Cunjie;  Zhang, Li;  Zhou, Yong
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estimating equation  proportional hazards model  quantile residual lifetime  right censoring  test statistic  
Efficient estimation of seemingly unrelated additive nonparametric regression models 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2013, 卷号: 26, 期号: 4, 页码: 595-608
Authors:  Yuan Yuan;  You Jinhong;  Zhou Yong
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BAYESIAN-INFERENCE  CONSISTENCY  Additive structure  asymptotic normality  nonparametric modelling  polynomial spline  seemingly unrelated regression  two-stage estimation  
Partially linear single-index model with missing responses at random 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 2, 页码: 1047-1058
Authors:  Lai, Peng;  Wang, Qihua
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Single-index model  Semiparametric models  Imputation estimator  Local linear smooth  Bandwidth selection  
The Block Empirical Likelihood Method of the Semivarying Coefficient Model with Application to Longitudinal Data 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2011, 卷号: 40, 期号: 8, 页码: 1342-1351
Authors:  Hu, Xuemei
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Block empirical likelihood  Longitudinal data  Semivarying coefficient model  
Statistical inference in partially-varying-coefficient single-index model 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 卷号: 102, 期号: 1, 页码: 1-19
Authors:  Wang, Qihua;  Xue, Liugen
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Dimension reduction  Stepwise approach  Pointwise confidence interval  Confidence region  
GENERALIZED p-VALUES FOR TESTING REGRESSION COEFFICIENTS IN PARTIALLY LINEAR MODELS 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 6, 页码: 1118-1132
Authors:  Hu, Huimin;  Xu, Xingzhong;  Li, Guoying
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Fiducial inference  frequency property  generalized p-value  hypothesis testing  partially linear model