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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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A rank-based approach to estimating monotone individualized two treatment regimes
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
Authors:
Zhang, Haixiang
;
Huang, Jian
;
Sun, Liuquan
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View/Download:16/0
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Submit date:2020/09/23
Generalized regression
Individualized treatment rule
Outlier
Personalized medicine
Rank correlation
Model-free feature screening for ultrahigh dimensional classification
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
Authors:
Sheng, Ying
;
Wang, Qihua
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View/Download:24/0
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Submit date:2020/06/30
Classification accuracy
The Bayes rule
Sure screening
Ultrahigh dimensional classification
AN ALTERNATING MINIMIZATION METHOD FOR MATRIX COMPLETION PROBLEMS
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 卷号: 13, 期号: 6, 页码: 1757-1772
Authors:
Shen, Yuan
;
Liu, Xin
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View/Download:15/0
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Submit date:2020/05/24
Matrix completion
symmetric low rank product minimization
singular value decomposition
alternating minimization
RobustClone: a robust PCA method for tumor clone and evolution inference from single-cell sequencing data
期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 11, 页码: 3299-3306
Authors:
Chen, Ziwei
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
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View/Download:14/0
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Submit date:2020/09/23
An alternating minimization method for robust principal component analysis
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2019, 卷号: 34, 期号: 6, 页码: 1251-1276
Authors:
Shen, Yuan
;
Xu, Hongyu
;
Liu, Xin
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View/Download:19/0
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Submit date:2020/01/10
Robust principal component analysis
symmetric low rank product minimization
singular value decomposition
alternating minimization
A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment
期刊论文
BIOMETRICS, 2019, 卷号: 75, 期号: 3, 页码: 821-830
Authors:
Zhang, Wei
;
Liu, Aiyi
;
Tang, Larry L.
;
Li, Qizhai
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View/Download:21/0
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Submit date:2020/01/10
generalized Behrens-Fisher hypothesis
multivariate distributions
nonparametrics
rank statistics
type I errors
power of test
Stable prediction in high-dimensional linear models
期刊论文
STATISTICS AND COMPUTING, 2017, 卷号: 27, 期号: 5, 页码: 1401-1412
Authors:
Lin, Bingqing
;
Wang, Qihua
;
Zhang, Jun
;
Pang, Zhen
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View/Download:20/0
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Submit date:2018/07/30
Model averaging
Variable selection
Penalized regression
Screening
Testing Association between Mixed Type Outcomes and Covariates Jointly by the Use of a Latent Variable
期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 期号: 8006, 页码: 10
Authors:
Zhu, Jiayan
;
Zhang, Wei
;
Li, Qizhai
;
Li, Zhengbang
;
Zhu, Jiayan
;
Zhang, Wei
;
Li, Qizhai
;
Li, Zhengbang
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View/Download:34/7
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Submit date:2018/07/30
Group-combined P-values with applications to genetic association studies
期刊论文
BIOINFORMATICS, 2016, 卷号: 32, 期号: 18, 页码: 2737-2743
Authors:
Hu, Xiaonan
;
Zhang, Wei
;
Zhang, Sanguo
;
Ma, Shuangge
;
Li, Qizhai
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View/Download:6/0
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Submit date:2018/07/30
DrugE-Rank: improving drug-target interaction prediction of new candidate drugs or targets by ensemble learning to rank
期刊论文
BIOINFORMATICS, 2016, 卷号: 32, 期号: 12, 页码: 18-27
Authors:
Yuan, Qingjun
;
Gao, Junning
;
Wu, Dongliang
;
Zhang, Shihua
;
Mamitsuka, Hiroshi
;
Zhu, Shanfeng
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View/Download:13/0
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Submit date:2018/07/30