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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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Dynamic semiparametric transformation models for recurrent event data with a terminal event
期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
Authors:
Jin, Jin
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:27/0
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Submit date:2023/02/07
dynamic regression
marginal modeling
recurrent events
terminal event
time-varying coefficients
transformation models
Mixture proportional hazards cure model with latent variables
期刊论文
STATISTICS IN MEDICINE, 2021, 页码: 15
Authors:
He, Haijin
;
Han, Dongxiao
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:98/0
  |  
Submit date:2022/04/02
cure model
factor analysis
latent variables
logistic regression
proportional hazards model
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:95/0
  |  
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:96/0
  |  
Submit date:2021/10/26
Additive hazard regression
event history data
intermittently measured covariates
kernel weighted estimation
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
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  |  
View/Download:114/0
  |  
Submit date:2021/10/26
Expectation-maximization algorithm
maximum likelihood estimation
mixture cure model
partly interval-censored data
proportional hazards model
Inference in a mixture additive hazards cure model
期刊论文
STATISTICS AND ITS INTERFACE, 2021, 卷号: 14, 期号: 3, 页码: 323-338
Authors:
Han, Dongxiao
;
He, Haijin
;
Sun, Liuquan
;
Song, Xinyuan
;
Xu, Wei
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View/Download:124/0
  |  
Submit date:2021/04/26
Additive hazards model
Cure model
Estimating equation
Logistic regression
Mixture
Model checking
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:162/0
  |  
Submit date:2020/09/23
Continuous-time HMMs
Longitudinal data
ML estimator
Unknown number of hidden states
SCAD penalty
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
  |  
Submit date:2020/05/24
joint modeling
longitudinal data analysis
marker process
medical costs
recurrent events
terminal event
Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models
期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 12, 页码: 2571-2590
Authors:
Liu, Xiaoqian
;
Song, Xinyuan
;
Zhou, Yong
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View/Download:142/0
  |  
Submit date:2020/05/24
DTARCH model
quantile
weighted composite quantile regression
modified likelihood ratio test
restricted WCQR estimators
unrestricted WCQR estimators
ADDITIVE MEAN RESIDUAL LIFE MODEL WITH LATENT VARIABLES UNDER RIGHT CENSORING
期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 1, 页码: 47-66
Authors:
He, Haijin
;
Pan, Deng
;
Song, Xinyuan
;
Sun, Liuquan
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  |  
View/Download:225/0
  |  
Submit date:2019/03/05
Borrow-strength estimation
corrected estimating equations
distribution-free factor analysis
latent variables
mean residual life function
model checking