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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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Semiparametric transformation models of survival-out-of-hospital
期刊论文
STATISTICS AND ITS INTERFACE, 2022, 卷号: 15, 期号: 4, 页码: 487-501
Authors:
Sun, Xiaowei
;
Zeng, Cheng
;
Sun, Liuquan
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Submit date:2022/04/29
Estimating equations
Multiple imputation
Recurrent event
Terminal event
Transformation model
Survival-out-of-hospital
Invited Commentary: Estimation and Bounds Under Data Fusion Comment
期刊论文
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2021, 页码: 5
Authors:
Miao, Wang
;
Li, Wei
;
Hu, Wenjie
;
Wang, Ruoyu
;
Geng, Zhi
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View/Download:77/0
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Submit date:2022/06/21
bounds
data fusion
epidemiologic methods
imputation
A beyond multiple robust approach for missing response problem
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 155, 页码: 13
Authors:
Wang, Qihua
;
Su, Miaomiao
;
Wang, Ruoyu
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View/Download:118/0
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Submit date:2021/04/26
Model misspecification
Curse of dimension
Inverse probability weight
Imputation
Imputing single-cell RNA-seq data by considering cell heterogeneity and prior expression of dropouts
期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2021, 卷号: 13, 期号: 1, 页码: 29-40
Authors:
Zhang, Lihua
;
Zhang, Shihua
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View/Download:99/0
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Submit date:2021/10/26
single-cell RNA-seq
dropout
imputation
low-rank
systems biology
Feature screening under missing indicator imputation with non-ignorable missing response
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 149, 页码: 12
Authors:
Zhang, Jing
;
Wang, Qihua
;
Kang, Jian
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View/Download:158/0
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Submit date:2020/06/30
Model-free
Non-ignorable nonresponse
Sure screening property
Ultrahigh dimensionality
Variable screening
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
Authors:
Zhang, Lihua
;
Zhang, Shihua
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View/Download:135/0
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Submit date:2020/05/24
Gene expression
Sequential analysis
Bioinformatics
RNA
Matrix converters
Computational biology
Bayes methods
Single-cell RNA-sequencing technique
dropout event
imputation
algorithm
bioinformatics
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:220/0
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Submit date:2020/01/10
Kernel imputation
missing at random
missing predictors
sliced inverse regression
sufficient dimension reduction
How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response?
期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2018, 卷号: 45, 期号: 2, 页码: 324-346
Authors:
Wang, Qihua
;
Li, Yongjin
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View/Download:153/0
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Submit date:2018/07/30
borrowing missingness information
missing data
ultrahigh dimensionality
variable screening
不完全数据下的分位数估计
期刊论文
应用数学学报, 2018, 卷号: 041, 期号: 002, 页码: 198
Authors:
刘旭
;
舒鑫鑫
;
周勇
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View/Download:123/0
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Submit date:2020/01/10
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:90/0
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Submit date:2018/07/30
Central mean subspace
Imputation
Kernel regression
Missing response
Weighted-bandwidth