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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
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  
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
作者:  Cui Xia;  Zhou Yong
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
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
作者:  Dai, Pengjie;  Ding, Xiaobo;  Wang, Qihua
收藏  |  浏览/下载：164/0  |  提交时间：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
作者:  Lin, Cunjie;  Zhang, Li;  Zhou, Yong
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
estimating equation  proportional hazards model  quantile residual lifetime  right censoring  test statistic  
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
作者:  Lai, Peng;  Wang, Qihua
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
Single-index model  Semiparametric models  Imputation estimator  Local linear smooth  Bandwidth selection  
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
作者:  Wang, Qihua;  Xue, Liugen
收藏  |  浏览/下载：127/0  |  提交时间：2018/07/30
Dimension reduction  Stepwise approach  Pointwise confidence interval  Confidence region  
Statistical inference for panel data semiparametric partially linear regression models with heteroscedastic errors 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 卷号: 101, 期号: 5, 页码: 1079-1101
作者:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
收藏  |  浏览/下载：110/0  |  提交时间：2018/07/30
Asymptotic normality  Heteroscedasticity  One-way error component structure  Panel data  Partially linear model  Semiparametric estimation  
On locally weighted estimation and hypothesis testing of varying-coefficient models with missing covariates 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 卷号: 139, 期号: 9, 页码: 2933-2951
作者:  Wong, Heung;  Guo, Shaojun;  Chen, Min;  Ip, Wai-Cheung
收藏  |  浏览/下载：133/0  |  提交时间：2018/07/30
Varying-coefficient models  Local linear smoother  Locally weighted estimating equation  Missing at random  
Empirical likelihood based diagnostics for heteroscedasticity in partially linear errors-in-variables models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 卷号: 139, 期号: 3, 页码: 916-929
作者:  Wong, Heung;  Liu, Feng;  Chen, Min;  Ip, Wai Cheung
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Heteroscedasticity  Empirical likelihood ratio  Partially linear models  Errors-in-variables  Nuisance parameter