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DATA-ADAPTIVE EFFICIENT ESTIMATION STRATEGIES FOR BIOMARKER STUDIES EMBEDDED IN RANDOMIZED TRIALS
期刊论文
ANNALS OF APPLIED STATISTICS, 2022, 卷号: 16, 期号: 4, 页码: 2250-2265
作者:
Zhang, Weiz
;
Zhang, Zhi wei
;
Troendle, James F.
;
Liu, Aiyi
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
Augmentation
precision medicine
semiparametric theory
super learner
two-phase sampling
Dynamic semiparametric transformation models for recurrent event data with a terminal event
期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
作者:
Jin, Jin
;
Song, Xinyuan
;
Sun, Liuquan
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
dynamic regression
marginal modeling
recurrent events
terminal event
time-varying coefficients
transformation models
Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type
期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
作者:
Ma, Huijuan
;
Pang, Weicai
;
Sun, Liuquan
;
Xu, Wei
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
additive rates model
missing at random
multivariate recurrent event data
Nadaraya-Watson kernel estimator
weighted estimating equation
Likelihood identifiability and parameter estimation with nonignorable missing data
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 20
作者:
ZHENG, Siming
;
ZHANG, Juan
;
ZHOU, Yong
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  |  
浏览/下载:34/0
  |  
提交时间:2023/02/07
Equivalent asymptotic efficiency
exponentially tilting
generalized method of moments
identifiability
nonignorable missingness
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
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  |  
浏览/下载:19/0
  |  
提交时间:2022/04/02
Asymptotic normality
Functional linear regression
Functional response
Functional principal component analysis
Rate of convergence
Semiparametric comparison
Semiparametric transformation models of survival-out-of-hospital
期刊论文
STATISTICS AND ITS INTERFACE, 2022, 卷号: 15, 期号: 4, 页码: 487-501
作者:
Sun, Xiaowei
;
Zeng, Cheng
;
Sun, Liuquan
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浏览/下载:11/0
  |  
提交时间:2022/04/29
Estimating equations
Multiple imputation
Recurrent event
Terminal event
Transformation model
Survival-out-of-hospital
Simultaneous variable selection in regression analysis of multivariate interval-censored data
期刊论文
BIOMETRICS, 2021, 页码: 12
作者:
Sun, Liuquan
;
Li, Shuwei
;
Wang, Lianming
;
Song, Xinyuan
;
Sui, Xuemei
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浏览/下载:12/0
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提交时间: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
作者:
Jin, Jin
;
Sun, Liuquan
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浏览/下载:7/0
  |  
提交时间: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
作者:
Sun, Liuquan
;
Li, Shuwei
;
Wang, Lianming
;
Song, Xinyuan
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  |  
浏览/下载:51/0
  |  
提交时间: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
作者:
Wang, Qihua
;
Su, Miaomiao
;
Wang, Ruoyu
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  |  
浏览/下载:92/0
  |  
提交时间:2021/04/26
Model misspecification
Curse of dimension
Inverse probability weight
Imputation
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