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Robust approach for variable selection with high dimensional longitudinal data analysis
Statistics in Medicine
◽
10.1002/sim.9213
◽
2021
◽
Author(s):
Liya Fu
◽
Jiaqi Li
◽
You‐Gan Wang
Keyword(s):
Data Analysis
◽
Variable Selection
◽
Longitudinal Data
◽
Longitudinal Data Analysis
◽
High Dimensional
◽
Robust Approach
Download Full-text
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References
A robust approach to longitudinal data analysis
Canadian Journal of Statistics
◽
10.2307/3315940
◽
2004
◽
Vol 32
(2)
◽
pp. 169-180
◽
Cited By ~ 23
Author(s):
Eva Cantoni
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
Longitudinal Data Analysis
◽
Robust Approach
Download Full-text
Variable selection in robust joint mean and covariance model for longitudinal data analysis
Statistica Sinica
◽
10.5705/ss.2011.251
◽
2014
◽
Cited By ~ 2
Author(s):
Xueying Zheng
◽
Wing Kam Fung
◽
Zhongyi Zhu
Keyword(s):
Data Analysis
◽
Variable Selection
◽
Longitudinal Data
◽
Longitudinal Data Analysis
◽
Covariance Model
Download Full-text
A latent factor linear mixed model for high-dimensional longitudinal data analysis
Statistics in Medicine
◽
10.1002/sim.5825
◽
2013
◽
Vol 32
(24)
◽
pp. 4229-4239
◽
Cited By ~ 5
Author(s):
Xinming An
◽
Qing Yang
◽
Peter M. Bentler
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
Mixed Model
◽
Linear Mixed Model
◽
Longitudinal Data Analysis
◽
High Dimensional
◽
Latent Factor
Download Full-text
Robust variable selection in semiparametric mean-covariance regression for longitudinal data analysis
Applied Mathematics and Computation
◽
10.1016/j.amc.2014.07.086
◽
2014
◽
Vol 245
◽
pp. 343-356
Author(s):
Chaohui Guo
◽
Hu Yang
◽
Jing Lv
Keyword(s):
Data Analysis
◽
Variable Selection
◽
Longitudinal Data
◽
Longitudinal Data Analysis
Download Full-text
Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis
Biometrics
◽
10.1111/j.1541-0420.2011.01678.x
◽
2011
◽
Vol 68
(2)
◽
pp. 353-360
◽
Cited By ~ 63
Author(s):
Lan Wang
◽
Jianhui Zhou
◽
Annie Qu
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
Generalized Estimating Equations
◽
Longitudinal Data Analysis
◽
Estimating Equations
◽
High Dimensional
◽
Generalized Estimating
Download Full-text
Penalized Empirical Likelihood-Based Variable Selection for Longitudinal Data Analysis
American Journal of Mathematical and Management Sciences
◽
10.1080/01966324.2020.1837042
◽
2020
◽
pp. 1-20
Author(s):
Tharshanna Nadarajah
◽
Asokan Mulayath Variyath
◽
J Concepción Loredo-Osti
Keyword(s):
Data Analysis
◽
Variable Selection
◽
Longitudinal Data
◽
Empirical Likelihood
◽
Longitudinal Data Analysis
◽
Selection For
◽
Penalized Empirical Likelihood
Download Full-text
Efficient and doubly-robust methods for variable selection and parameter estimation in longitudinal data analysis
Computational Statistics
◽
10.1007/s00180-020-01038-3
◽
2020
◽
Author(s):
Liya Fu
◽
Zhuoran Yang
◽
Fengjing Cai
◽
You-Gan Wang
Keyword(s):
Parameter Estimation
◽
Data Analysis
◽
Variable Selection
◽
Longitudinal Data
◽
Longitudinal Data Analysis
◽
Robust Methods
◽
Doubly Robust
Download Full-text
Ultra high‐dimensional semiparametric longitudinal data analysis
Biometrics
◽
10.1111/biom.13348
◽
2020
◽
Author(s):
Brittany Green
◽
Heng Lian
◽
Yan Yu
◽
Tianhai Zu
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
Longitudinal Data Analysis
◽
High Dimensional
Download Full-text
Longitudinal data analysis: A complex endeavor
New Directions for Child and Adolescent Development
◽
10.1002/cad.20407
◽
2021
◽
Vol 2021
(175)
◽
pp. 7-9
Author(s):
Christian Geiser
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
Longitudinal Data Analysis
Download Full-text
Rapid quantification of extracellular neurotransmitters in mouse brain by PESI/MS/MS and longitudinal data analysis using the R and Stan-based Bayesian state-space model
Talanta
◽
10.1016/j.talanta.2021.122620
◽
2021
◽
pp. 122620
Author(s):
Daisuke Kawakami
◽
Mitsuki Tsuchiya
◽
Tasuku Murata
◽
Akira Iguchi
◽
Kei Zaitsu
Keyword(s):
Data Analysis
◽
Longitudinal Data
◽
State Space
◽
Mouse Brain
◽
State Space Model
◽
Longitudinal Data Analysis
◽
Space Model
◽
Rapid Quantification
Download Full-text
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