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Frequentist model averaging estimation for the censored partial linear quantile regression model 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 189, 页码: 1-15
Authors:  Sun, Zhimeng;  Sun, Liuquan;  Lu, Xiaoling;  Zhu, Ji;  Li, Yongzhuang
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Model averaging  Model selection  Partial linear model  Quantile regression  Random censoring  
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  
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  
Joint analysis of longitudinal data with additive mixed effect model for informative observation times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 卷号: 169, 页码: 43-55
Authors:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
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Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
Combining least-squares and quantile regressions 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 12, 页码: 3814-3828
Authors:  Zhou, Yong;  Wan, Alan T. K.;  Yuan, Yuan
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Empirical likelihood  Estimating equations  Generalized method of moments  Kernel  Smoothing  
Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 8, 页码: 2589-2599
Authors:  Wang, Qihua;  Luo, Ruimiao
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Semiparametric model  Pseudo-score estimator  Pseudo-likelihood ratio  
Regression analysis of longitudinal data with time-dependent covariates in the presence of informative observation and censoring times 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 8, 页码: 2902-2919
Authors:  Sun, Liuquan;  Song, Xinyuan;  Zhou, Jie
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Generalized estimating equations  Informative observation times  Joint modeling  Latent variables  Model checking  Time-varying coefficient  
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  
Distribution estimation with auxiliary information for missing data 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 2, 页码: 711-724
Authors:  Liu, Xu;  Liu, Peixin;  Zhou, Yong
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Auxiliary information  Empirical distribution function  Empirical likelihood  Estimating equations  Kernel regression  Missing data  Quantile estimation  Semi-parametric imputation  
On the sensitivity of pre-test estimators to covariance misspecification 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 卷号: 141, 期号: 1, 页码: 293-304
Authors:  Qin, Huaizhen;  Zou, Guohua;  Zhou, Sherry Z. F.
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Linear restrictions  Non-spherical disturbances  Pre-test  Robustness