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An adaptive group LASSO approach for domain selection in functional generalized linear models
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:
Sun, Yifan
;
Wang, Qihua
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
Continuous Multi-DoF Wrist Kinematics Estimation Based on a Human-Machine Interface With Electrical-Impedance-Tomography
期刊论文
FRONTIERS IN NEUROROBOTICS, 2021, 卷号: 15, 页码: 13
作者:
Zheng, Enhao
;
Zhang, Jingzhi
;
Wang, Qining
;
Qiao, Hong
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/12/28
wrist angle estimation
electrical-impedance-tomography
multi-DoF
Lasso
human-machine interface
Gene signatures predict biochemical recurrence-free survival in primary prostate cancer patients after radical therapy
期刊论文
CANCER MEDICINE, 2021, 页码: 11
作者:
Su, Qiang
;
Liu, Zhenyu
;
Chen, Chi
;
Gao, Han
;
Zhu, Yongbei
收藏
  |  
浏览/下载:278/0
  |  
提交时间:2021/11/03
biochemical recurrence-free survival
gene signature
LASSO-Cox regression
primary prostate cancer
radical therapy
Variable selection for a mark-specific additive hazards model using the adaptive LASSO
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 15
作者:
Han, Dongxiao
;
Qu, Lianqiang
;
Sun, Liuquan
;
Sun, Yanqing
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2021/10/26
Adaptive LASSO
additive hazards model
competing risks
continuous mark
mark-specific vaccine effects
survival data
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
作者:
Zhang, Wei
;
Wu, Colin O.
;
Ma, Xiaoyang
;
Tian, Xin
;
Li, Qizhai
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/10/26
Dynamic copula model
functional parameter
lasso-regularized spline estimator
multivariate longitudinal data
statistical machine learning
time-varying covariate
Identification of robust diagnostic and prognostic gene signatures in different grades of gliomas: a retrospective study
期刊论文
PEERJ, 2021, 卷号: 9, 页码: 23
作者:
Liu, Jieting
;
Zhang, Hongrui
;
Zhang, Jingyun
;
Bing, Zhitong
;
Wang, Yingbin
收藏
  |  
浏览/下载:85/0
  |  
提交时间:2021/12/09
Gliomas
Bioinformatics
Gene Signatures
Prognosis
LASSO
Joint reconstruction of cis-regulatory interaction networks across multiple tissues using single-cell chromatin accessibility data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 3, 页码: 15
作者:
Dong, Kangning
;
Zhang, Shihua
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2022/04/02
cis-regulatory interaction networks
single-cell ATAC-seq
Gaussian graphical LASSO
Distinct Regimes of O-3 Response to COVID-19 Lockdown in China
期刊论文
ATMOSPHERE, 2021, 卷号: 12
作者:
Liu, Shanshan
;
Liu, Cheng
;
Hu, Qihou
;
Su, Wenjing
;
Yang, Xian
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/04/26
COVID-19
O-3 response
Lasso statistical analysis
control strategies
Computational Probing the Methylation Sites Related to EGFR Inhibitor-Responsive Genes
期刊论文
BIOMOLECULES, 2021, 卷号: 11, 期号: 7
作者:
Yuan, Rui
;
Chen, Shilong
;
Wang, Yongcui
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/11/18
DNA methylation
group lasso
CTRP and CCLE
lung cancer
EGFR inhibitors effectiveness related methylation sites
An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression
期刊论文
SCIENTIFIC REPORTS, 2021, 卷号: 11, 期号: 1, 页码: 24034
作者:
Yu, Xue
;
Sun, Yifan
;
Zhou, Hai-Jun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/01/16
VARIABLE SELECTION
ALGORITHMS
SHRINKAGE
INFERENCE
MODELS
LASSO
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