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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
Authors:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
Favorite  |  View/Download:47/0  |  Submit date:2022/04/02
Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
Simultaneous variable selection in regression analysis of multivariate interval-censored data 期刊论文
BIOMETRICS, 2021, 页码: 12
Authors:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan;  Sui, Xuemei
Favorite  |  View/Download:59/0  |  Submit date:2022/04/02
EM algorithm  interval censoring  minimum information criterion  multivariate analysis  transformation models  
Estimation in a general semiparametric hazards regression model with missing covariates 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 页码: 28
Authors:  Jin, Jin;  Sun, Liuquan
Favorite  |  View/Download:47/0  |  Submit date:2022/04/02
General hazards regression  missing at random  relative hazards ratio  time-scale change  weighted estimating equations  
A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
Authors:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan
Favorite  |  View/Download:70/0  |  Submit date:2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
A beyond multiple robust approach for missing response problem 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 155, 页码: 13
Authors:  Wang, Qihua;  Su, Miaomiao;  Wang, Ruoyu
Favorite  |  View/Download:80/0  |  Submit date:2021/04/26
Model misspecification  Curse of dimension  Inverse probability weight  Imputation  
Estimation of Partially Linear Panel Data Models with Cross-Sectional Dependence 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 12
Authors:  Huang, Bai;  Sun, Yuying;  Wang, Shouyang
Favorite  |  View/Download:58/0  |  Submit date:2021/04/26
Common correlated effects  common factors  cross-sectional dependence  panel data  semi-parametric estimation  
A rank-based approach to estimating monotone individualized two treatment regimes 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
Authors:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
Favorite  |  View/Download:118/0  |  Submit date:2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
GENERALIZED METHOD OF MOMENTS FOR NONIGNORABLE MISSING DATA 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 4, 页码: 2107-2124
Authors:  Zhang, Li;  Lin, Cunjie;  Zhou, Yong
Favorite  |  View/Download:120/0  |  Submit date:2019/01/11
Estimating equations  exponential tilting  generalized method of moments  kernel regression  nonignorable missing  nonresponse instrument  
Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 11, 页码: 1683-1695
Authors:  Yang, Xue;  Zhou, Yong
Favorite  |  View/Download:56/0  |  Submit date:2018/07/30
two-stage randomization design  inverse probability weighting  Cox regression  covariate adjustment  semiparametric theory  projection theorem  
Analyzing the general biased data by additive risk model 期刊论文
SCIENCE CHINA-MATHEMATICS, 2017, 卷号: 60, 期号: 4, 页码: 685-700
Authors:  Li YanFeng;  Ma HuiJuan;  Wang DeHui;  Zhou Yong
Favorite  |  View/Download:70/0  |  Submit date:2018/07/30
additive risk model  unified method  length-biased data  case-cohort design