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Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 页码: 16
Authors:  Li, Jialu;  Zhang, Wan;  Wang, Peiyao;  Li, Qizhai;  Zhang, Kai;  Liu, Yufeng
Favorite  |  View/Download:61/0  |  Submit date:2023/02/07
Binary expansion  Data heterogeneity  Nonparametric statistics  SSANOVA  Sure independence screening  
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
Favorite  |  View/Download:147/0  |  Submit date: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
Authors:  Chen, Min;  Lian, Yimin;  Chen, Zhao;  Zhang, Zhengjun
Favorite  |  View/Download:161/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:164/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:130/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:104/0  |  Submit date:2021/01/14
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
Favorite  |  View/Download:124/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:127/0  |  Submit date:2018/07/30
Dimension reduction  Stepwise approach  Pointwise confidence interval  Confidence region