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Kernel reconstruction learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
Authors:  Wu, Yun;  Xiong, Shifeng
Favorite  |  View/Download:102/0  |  Submit date:2023/02/07
Kernel method  Representer theorem  Interpolation  Classification  Density estimation  Sequential algorithm  
On construction of prediction intervals for heteroscedastic regression 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 26
Authors:  Wu, Yun;  Xiong, Shifeng
Favorite  |  View/Download:65/0  |  Submit date:2023/02/07
Interpolation  Kernel method  Large data  Reconstruction parameterization  
Kernel Averaging Estimators 期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2021, 页码: 13
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wan, Alan T. K.;  Zou, Guohua
Favorite  |  View/Download:130/0  |  Submit date:2022/04/02
Asymptotic optimality  Cross-validation  Kernel estimation  Model average  Nonparametric regression  
On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime 期刊论文
BIOMETRICS, 2021, 页码: 13
Authors:  Chen, Xin;  Song, Rui;  Zhang, Jiajia;  Adams, Swann Arp;  Sun, Liuquan;  Lu, Wenbin
Favorite  |  View/Download:151/0  |  Submit date:2021/10/26
individualized treatment regime  kernel estimation  optimal treatment initiation time  time-to-event data  value function  
Additive hazard regression of event history studies with intermittently measured covariates 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2021, 页码: 22
Authors:  Sun, Xiaowei;  Song, Xinyuan;  Sun, Liuquan
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Additive hazard regression  event history data  intermittently measured covariates  kernel weighted estimation  
Model Averaging Estimation for Varying-Coefficient Single-Index Models 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 19
Authors:  Liu, Yue;  Zou, Jiahui;  Zhao, Shangwei;  Yang, Qinglong
Favorite  |  View/Download:141/0  |  Submit date:2021/06/01
Asymptotic optimality  kernel-local smoothing method  Mallows-type criterion  model averaging  varying-coefficient single-index model  
Determination and estimation of optimal quarantine duration for infectious diseases with application to data analysis of COVID-19 期刊论文
BIOMETRICS, 2021, 页码: 10
Authors:  Wang, Ruoyu;  Wang, Qihua
Favorite  |  View/Download:161/0  |  Submit date:2021/04/26
incubation period  kernel estimation  maximum likelihood  optimal solution  probability constraint  statistical modeling  
Multilinear Spectral Multipliers on Lie Groups of Polynomial Growth 期刊论文
JOURNAL OF GEOMETRIC ANALYSIS, 2020, 页码: 24
Authors:  Fang, Jingxuan;  Li, Hongbo;  Zhao, Jiman
Favorite  |  View/Download:123/0  |  Submit date:2021/01/14
Multilinear spectral multipliers  Lie groups of polynomial growth  L-p boundedness  Weighted L-p boundedness  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
Authors:  Sheng, Ying;  Wang, Qihua
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Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
A Spatial Statistic Based Risk Assessment Approach to Prioritize the Pipeline Inspection of the Pipeline Network 期刊论文
ENERGIES, 2020, 卷号: 13, 期号: 3, 页码: 16
Authors:  Hou, Peng;  Yi, Xiaojian;  Dong, Haiping
Favorite  |  View/Download:147/0  |  Submit date:2020/05/24
risk-based inspection  risk-based prioritization  inhomogeneous poisson point process  significance test  Moran's I index  kernel density estimation