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5 The least squares estimator of random variables under convex operators on L-F(infinity) (mu) space 期刊论文
STATISTICS & PROBABILITY LETTERS, 2022, 卷号: 181, 页码: 7
Authors:  Sun, Chuanfeng;  Ji, Shaolin;  Kong, Chuiliu
Favorite  |  View/Download:6/0  |  Submit date:2022/04/02
Least squares estimator  Conditional expectation  Convex operator  Minimax theorem  
On the small time asymptotics of scalar stochastic conservation laws 期刊论文
APPLICABLE ANALYSIS, 2021, 页码: 25
Authors:  Dong, Zhao;  Zhang, Rangrang
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Small time asymptotic  large deviations  scalar stochastic conservation laws  
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input 期刊论文
TECHNOMETRICS, 2021, 页码: 13
Authors:  Li, Zhaohui;  Tan, Matthias Hwai Yong
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Bayesian calibration  Dimension reduction  Functional input  Sequential design  
Economic Design of a Linear Consecutively Connected System Considering Cost and Signal Loss 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 5116-5128
Authors:  Gao, Kaiye;  Yan, Xiangbin;  Peng, Rui;  Xing, Liudong
Favorite  |  View/Download:18/0  |  Submit date:2021/10/26
Silicon  Reliability  Propagation losses  Economics  Resource management  Random variables  Telecommunications  Costs  expected receivable signal fraction  linear multistate consecutively connected system (LMCCS)  reliability  signal loss  universal generating function (UGF)  
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
Authors:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
Favorite  |  View/Download:21/0  |  Submit date:2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
Group testing can improve the cost-efficiency of prospective-retrospective biomarker studies 期刊论文
BMC MEDICAL RESEARCH METHODOLOGY, 2021, 卷号: 21, 期号: 1, 页码: 10
Authors:  Zhang, Wei;  Zhang, Zhiwei;  Krushkal, Julia;  Liu, Aiyi
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Biomarker study design  Cost-efficiency  Group testing  Pooling  Two-phase sampling  
Distribution-Free One-Pass Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
Authors:  Zhao, Peng;  Wang, Xinqiang;  Xie, Siyu;  Guo, Lei;  Zhou, Zhi-Hua
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Data models  Random variables  Proposals  Training  Prediction algorithms  Task analysis  Compressed sensing  Distribution change  one-pass learning  robust learning  non-stationary environments  
Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 88820-88834
Authors:  Huang, Shuxuan;  Lei, Bingyin;  Gao, Kaiye;  Wu, Zixuan;  Wang, Ziwen
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Power system reliability  Licenses  Reliability engineering  Resource management  Random variables  Propagation losses  Transportation  Common bus  performance sharing  multi-state system reliability  universal generating function (UGF)  genetic algorithm (GA)  
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 卷号: 22, 页码: 39
Authors:  Hao, Meiling;  Qu, Lianqiang;  Kong, Dehan;  Sun, Liuquan;  Zhu, Hongtu
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High dimension  Imaging genetics  Matrix linear regression  Optimal mini-max rate  Variable selection  
Quantifying non-Gaussianity via the Hellinger distance 期刊论文
THEORETICAL AND MATHEMATICAL PHYSICS, 2020, 卷号: 204, 期号: 2, 页码: 1046-1058
Authors:  Zhang, Yue;  Luo, Shunlong
Favorite  |  View/Download:52/0  |  Submit date:2020/11/18
bosonic field  Gaussian state  non-Gaussianity  Hellinger distance  Bures distance