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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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Unweighted estimation based on optimal sample under measurement constraints
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 19
Authors:
Wang, Jing
;
Wang, HaiYing
;
Xiong, Shifeng
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View/Download:25/0
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Submit date:2023/02/07
Generalized linear models
massive data
martingale central limit theorem
The Cauchy Combination Test under Arbitrary Dependence Structures
期刊论文
AMERICAN STATISTICIAN, 2022, 页码: 9
Authors:
Long, Mingya
;
Li, Zhengbang
;
Zhang, Wei
;
Li, Qizhai
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View/Download:15/0
  |  
Submit date:2023/02/07
Cauchy combination test
Cauchy distribution
Copula
p-value combination
Sparse signals
Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data
期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 页码: 16
Authors:
Li, Jialu
;
Zhang, Wan
;
Wang, Peiyao
;
Li, Qizhai
;
Zhang, Kai
;
Liu, Yufeng
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View/Download:26/0
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Submit date:2023/02/07
Binary expansion
Data heterogeneity
Nonparametric statistics
SSANOVA
Sure independence screening
Frequentist model averaging for undirected Gaussian graphical models
期刊论文
BIOMETRICS, 2022, 页码: 13
Authors:
Liu, Huihang
;
Zhang, Xinyu
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View/Download:18/0
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Submit date:2023/02/07
graphical model
KL divergence
model averaging
model uncertainty
precision matrix
Joint modeling of generalized scale-change models for recurrent event and failure time data
期刊论文
LIFETIME DATA ANALYSIS, 2022, 页码: 33
Authors:
Wang, Xiaoyu
;
Sun, Liuquan
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View/Download:33/0
  |  
Submit date:2023/02/07
Failure time
Frailty
Generalized scale-change models
Informative censoring
Joint modeling
Recurrent events
Elastic Information Bottleneck
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 18, 页码: 26
Authors:
Ni, Yuyan
;
Lan, Yanyan
;
Liu, Ao
;
Ma, Zhiming
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View/Download:22/0
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Submit date:2023/02/07
information bottleneck
transfer learning
generalization bound
A new method for estimating Sharpe ratio function via local maximum likelihood
期刊论文
JOURNAL OF APPLIED STATISTICS, 2022, 页码: 19
Authors:
Xu, Wenchao
;
Lin, Hongmei
;
Tong, Tiejun
;
Zhang, Riquan
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View/Download:27/0
  |  
Submit date:2023/02/07
Direct method
heteroscedastic non-parametric regression
joint limiting distribution
local polynomial smoothing
Sharpe ratio function
An anticrime information support system design: Application of K-means-VMD-BiGRU in the city of Chicago
期刊论文
INFORMATION & MANAGEMENT, 2022, 卷号: 59, 期号: 5, 页码: 13
Authors:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Li, Yuze
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Submit date:2023/02/07
Crime inference
Public security
Spatial heterogeneity
Time-lag effect
Machine learning
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
Authors:
Sun, Yifan
;
Wang, Qihua
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View/Download:79/0
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Submit date:2022/06/21
Functional data
Adaptive LASSO
Group LASSO
Null region detection
B-spline
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
Authors:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
;
Wang, Bin
;
Tian, Zhihong
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View/Download:45/0
  |  
Submit date:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)