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Frequentist model averaging under inequality constraints 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
作者:  Zhu, Rong;  Zhang, Xinyu;  Wand, Alan T. K.;  Zou, Guohua
收藏  |  浏览/下载：72/0  |  提交时间：2023/02/07
Cross validation  Inequality constraints  Model averaging  Order-restricted information criterion  
An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：108/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Two-sample functional linear models with functional responses 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 218, 页码: 85-105
作者:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
收藏  |  浏览/下载：122/0  |  提交时间：2022/04/02
Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
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
作者:  Sun, Zhimeng;  Sun, Liuquan;  Lu, Xiaoling;  Zhu, Ji;  Li, Yongzhuang
收藏  |  浏览/下载：157/0  |  提交时间：2018/07/30
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
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  
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
作者:  Fang, Sha;  Zhang, Haixiang;  Sun, Liuquan
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Additive mixed effect model  Estimating equations  Informative observation times  Joint modeling  Latent variables  Longitudinal data  
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  
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
作者:  Zhou, Yong;  Wan, Alan T. K.;  Yuan, Yuan
收藏  |  浏览/下载：110/0  |  提交时间：2018/07/30
Empirical likelihood  Estimating equations  Generalized method of moments  Kernel  Smoothing  
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
作者:  Sun, Liuquan;  Song, Xinyuan;  Zhou, Jie
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Generalized estimating equations  Informative observation times  Joint modeling  Latent variables  Model checking  Time-varying coefficient  
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
作者:  Wang, Qihua;  Luo, Ruimiao
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Semiparametric model  Pseudo-score estimator  Pseudo-likelihood ratio