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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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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
Favorite  |  View/Download:64/0  |  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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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
Favorite  |  View/Download:90/0  |  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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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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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
Favorite  |  View/Download:95/0  |  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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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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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
Favorite  |  View/Download:137/0  |  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)