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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Comparison of Two Frameworks for Analyzing Longitudinal Data
期刊论文
STATISTICAL SCIENCE, 2021, 卷号: 36, 期号: 4, 页码: 530-541
Authors:
Zhou, Jie
;
Zhou, Xiao-Hua
;
Sun, Liuquan
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View/Download:97/0
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Submit date:2022/04/02
Clustered data framework
counting process framework
estimation procedures
longitudinal data
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
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View/Download:93/0
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Submit date:2022/04/02
EM algorithm
interval censoring
minimum information criterion
multivariate analysis
transformation models
Additive hazard regression of event history studies with intermittently measured covariates
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 22
Authors:
Sun, Xiaowei
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:95/0
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Submit date:2021/10/26
Additive hazard regression
event history data
intermittently measured covariates
kernel weighted estimation
Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies
期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 28
Authors:
Zhang, Wei
;
Wu, Colin O.
;
Ma, Xiaoyang
;
Tian, Xin
;
Li, Qizhai
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View/Download:95/0
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Submit date:2021/10/26
Dynamic copula model
functional parameter
lasso-regularized spline estimator
multivariate longitudinal data
statistical machine learning
time-varying covariate
Continuous time hidden Markov model for longitudinal data
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
Authors:
Zhou, Jie
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:161/0
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Submit date:2020/09/23
Continuous-time HMMs
Longitudinal data
ML estimator
Unknown number of hidden states
SCAD penalty
A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events
期刊论文
LIFETIME DATA ANALYSIS, 2020, 卷号: 26, 期号: 3, 页码: 471-492
Authors:
Sun, Xiaowei
;
Ding, Jieli
;
Sun, Liuquan
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View/Download:145/0
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Submit date:2020/06/30
Additive rates model
Estimating equations
Recurrent events
Terminal event
Weighted composite endpoint
A joint modeling approach for analyzing marker data in the presence of a terminal event
期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:
Zhou, Jie
;
Chen, Xin
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:137/0
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Submit date:2020/05/24
joint modeling
longitudinal data analysis
marker process
medical costs
recurrent events
terminal event
Joint analysis of recurrent event data with additive-multiplicative hazards model for the terminal event time
期刊论文
METRIKA, 2018, 卷号: 81, 期号: 5, 页码: 523-547
Authors:
Han, Miao
;
Sun, Liuquan
;
Liu, Yutao
;
Zhu, Jun
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View/Download:225/0
  |  
Submit date:2018/07/30
Additive-multiplicative hazard model
Estimating equation
Frailty
Recurrent events
Terminal event
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES
期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
Authors:
Wang, Zhanfeng
;
Ding, Jieli
;
Sun, Liuquan
;
Wu, Yaohua
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View/Download:166/0
  |  
Submit date:2019/01/11
Bootstrap resampling
estimating equations
informative observation times
left-censored longitudinal data
Tobit quantile regression
Joint analysis of recurrent event data with a dependent terminal event
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 卷号: 30, 期号: 6, 页码: 1443-1458
Authors:
Ye, Peng
;
Dai, Jiajia
;
Zhu, Jun
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View/Download:117/0
  |  
Submit date:2018/07/30
Additive hazards model
estimating equation
frailty
recurrent events
terminal event