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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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SUFFICIENT DIMENSION REDUCTION UNDER DIMENSION-REDUCTION-BASED IMPUTATION WITH PREDICTORS MISSING AT RANDOM
期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 4, 页码: 1751-1778
Authors:
Yang, Xiaojie
;
Wang, Qihua
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View/Download:34/0
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Submit date:2020/01/10
Kernel imputation
missing at random
missing predictors
sliced inverse regression
sufficient dimension reduction
Applying Ricci flow to high dimensional manifold learning
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
Authors:
Li, Yangyang
;
Lu, Ruqian
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View/Download:19/0
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Submit date:2020/01/10
manifold learning
Ricci flow
Ricci curvature
dimension reduction
curvature estimation
DensityPath: an algorithm to visualize and reconstruct cell state-transition path on density landscape for single-cell RNA sequencing data
期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 15, 页码: 2593-2601
Authors:
Chen, Ziwei
;
An, Shaokun
;
Bai, Xiangqi
;
Gong, Fuzhou
;
Ma, Liang
;
Wan, Lin
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View/Download:25/0
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Submit date:2020/01/10
Edge-group sparse PCA for network-guided high dimensional data analysis
期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 20, 页码: 3479-3487
Authors:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
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View/Download:32/0
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Submit date:2019/01/11
Locality preserving projection on SPD matrix Lie group: algorithm and analysis
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 15
Authors:
Li, Yangyang
;
Lu, Ruqian
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View/Download:27/0
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Submit date:2018/07/30
manifold learning
SPD matrix Lie group
locally preserving projection
Laplace operator
Log Euclidean metric
Existence of multiple periodic solutions to asymptotically linear wave equations in a ball
期刊论文
CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS, 2017, 卷号: 56, 期号: 3, 页码: 25
Authors:
Chen, Jianyi
;
Zhang, Zhitao
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View/Download:6/0
  |  
Submit date:2018/07/30
Asymptotically linear wave equation
Multi-dimensional problem
Periodic solutions
Variational method
Robust functional sliced inverse regression
期刊论文
STATISTICAL PAPERS, 2017, 卷号: 58, 期号: 1, 页码: 227-245
Authors:
Wang, Guochang
;
Zhou, Jianjun
;
Wu, Wuqing
;
Chen, Min
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View/Download:14/0
  |  
Submit date:2018/07/30
Dimension reduction
Functional regression
Functional sliced inverse regression
Robustness
Dimension reduction estimation for probability density with data missing at random when covariables are present
期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 卷号: 181, 页码: 11-29
Authors:
Deng, Jianqiu
;
Wang, Qihua
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View/Download:17/0
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Submit date:2018/07/30
Kernel density estimation
Kernel regression
Dimension reduction
Missing at random
Asymptotic normality
Mean response estimation with missing response in the presence of high-dimensional covariates
期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 卷号: 46, 期号: 2, 页码: 628-643
Authors:
Li, Yongjin
;
Wang, Qihua
;
Zhu, Liping
;
Ding, Xiaobo
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View/Download:14/0
  |  
Submit date:2018/07/30
Central mean subspace
Imputation
Kernel regression
Missing response
Weighted-bandwidth
Simultaneous dimension reduction and adjustment for confounding variation
期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 卷号: 113, 期号: 51, 页码: 14662-14667
Authors:
Lin, Zhixiang
;
Yang, Can
;
Zhu, Ying
;
Duchi, John
;
Fu, Yao
;
Wang, Yong
;
Jiang, Bai
;
Zamanighomi, Mahdi
;
Xu, Xuming
;
Li, Mingfeng
;
Sestan, Nenad
;
Zhao, Hongyu
;
Wong, Wing Hung
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View/Download:14/0
  |  
Submit date:2018/07/30
dimension reduction
confounding variation
transcriptome