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Semiparametric estimation of differences in treatment-specific recurrent event means with a terminal event 期刊论文
STATISTICS AND ITS INTERFACE, 2019, 卷号: 12, 期号: 1, 页码: 1-9
作者:  Sun, Xiaowei;  Sun, Liuquan
收藏  |  浏览/下载：193/0  |  提交时间：2020/01/10
Additive models  Marginal mean  Recurrent events  Semiparametric method  Terminal event  Treatment effect  
Identification of local sparsity and variable selection for varying coefficient additive hazards models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 125, 页码: 119-135
作者:  Qu, Lianqiang;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：223/0  |  提交时间：2018/07/30
Additive hazards models  Group penalty  Kernel smoothing  Local sparsity  Oracle property  Varying coefficients  
Assessing white noise assumption with semi-parametric additive partial linear models 期刊论文
STATISTICAL PAPERS, 2017, 卷号: 58, 期号: 2, 页码: 417-431
作者:  Zhang, Tianyong;  Yuan, Demei;  Ma, Jiali;  Hu, Xuemei
收藏  |  浏览/下载：103/0  |  提交时间：2018/07/30
White noise  Semi-parametric additive partial linear models  Empirical likelihood  
Joint modeling of recurrent and terminal events using additive models 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 4, 页码: 699-710
作者:  Qu, Lianqiang;  Sun, Liuquan;  Liu, Lei
收藏  |  浏览/下载：156/0  |  提交时间：2018/07/30
Additive models  Estimating equations  Frailty  Partial marginal models  Recurrent events  Terminal event  
Functional singular component analysis based functional additive models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 12, 页码: 2443-2462
作者:  Zhang Tao;  Wang QiHua
收藏  |  浏览/下载：143/0  |  提交时间：2018/07/30
functional data  functional additive models  functional singular component analysis  
A semiparametric additive rates model for multivariate recurrent events with missing event categories 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 卷号: 89, 页码: 39-50
作者:  Ye, Peng;  Zhao, Xingqiu;  Sun, Liuquan;  Xu, Wei
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Additive rates model  Marginal models  Missing at random  Multivariate recurrent events  Weighted estimating equation  
A semiparametric additive rates model for clustered recurrent event data 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2013, 卷号: 29, 期号: 1, 页码: 55-62
作者:  He Sui;  Wang Fen;  Sun Liuquan
收藏  |  浏览/下载：122/0  |  提交时间：2021/01/14
FAILURE TIME DATA  REGRESSION-MODELS  RISK MODEL  additive rates  clustered failure time data  estimating equation  marginal model  recurrent events  
FOCUSED INFORMATION CRITERION AND MODEL AVERAGING FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS 期刊论文
ANNALS OF STATISTICS, 2011, 卷号: 39, 期号: 1, 页码: 174-200
作者:  Zhang, Xinyu;  Liang, Hua
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30
Additive models  backfitting  focus parameter  generalized partially linear models  marginal integration  model average  model selection  polynomial spline  shrinkage methods  
Empirical Likelihood-Based Inferences for Generalized Partially Linear Models 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2009, 卷号: 36, 期号: 3, 页码: 433-443
作者:  Liang, Hua;  Qin, Yongsong;  Zhang, Xinyu;  Ruppert, David
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
confidence region  generalized additive models  least favourable curve  local linear regression  semiparametric estimation  
Exploring spatial nonlinearity using additive approximation 期刊论文
BERNOULLI, 2007, 卷号: 13, 期号: 2, 页码: 447-472
作者:  Lu, Zudi;  Lundervold, Arvid;  Tjostheim, Dag;  Yao, Qiwei
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
additive approximation  alpha-mixing  asymptotic normality  auto-normal specification  backfitting  nonparametric kernel estimation  spatial models  uniform convergence