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SPARSE COMPOSITE QUANTILE REGRESSION WITH ULTRAHIGH-DIMENSIONAL HETEROGENEOUS DATA 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 1, 页码: 459-475
Authors:  Qu, Lianqiang;  Hao, Meiling;  Sun, Liuquan
Favorite  |  View/Download:17/0  |  Submit date:2022/04/02
Quantile regression  sparsity  ultrahigh-dimensional data  variable screening  
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
Favorite  |  View/Download:13/0  |  Submit date:2022/04/02
Bayesian calibration  Dimension reduction  Functional input  Sequential design  
Robust Bayesian matrix decomposition with mixture of Gaussian noise 期刊论文
NEUROCOMPUTING, 2021, 卷号: 449, 页码: 108-116
Authors:  Wang, Haohui;  Zhang, Chihao;  Zhang, Shihua
Favorite  |  View/Download:32/0  |  Submit date:2021/10/26
Bayesian method  Matrix decomposition  Maximum a posterior  Mixture of Gaussians  
The Asymptotic Behavior of Bootstrap Support Values in Molecular Phylogenetics 期刊论文
SYSTEMATIC BIOLOGY, 2021, 卷号: 70, 期号: 4, 页码: 774-785
Authors:  Huang, Jun;  Liu, Yuting;  Zhu, Tianqi;  Yang, Ziheng
Favorite  |  View/Download:33/0  |  Submit date:2021/10/26
Bootstrap  model selection  star-tree paradox  support value  
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
Authors:  Zou, Qingrong;  Shi, Jian
Favorite  |  View/Download:43/0  |  Submit date:2020/09/23
Quantile regression  Spatial method  Bayesian inference  PM2.5 pollution  Socioeconomic factors  
Modeling basketball games by inverse Gaussian processes 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 11
Authors:  Tian, Xinyu;  Gao, Yiran;  Shi, Jian
Favorite  |  View/Download:48/0  |  Submit date:2020/09/23
Bayesian method  Betting  In-game prediction  Inverse Gaussian process  
A gamma process based in-play prediction model for National Basketball Association games 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 卷号: 283, 期号: 2, 页码: 706-713
Authors:  Song, Kai;  Shi, Jian
Favorite  |  View/Download:49/0  |  Submit date:2020/05/24
OR in sports  Gamma process  in-play prediction  Bayesian method  Betting  
Crude oil price analysis and forecasting: A perspective of "new triangle" 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
Authors:  Lu, Quanying;  Li, Yuze;  Chai, Jian;  Wang, Shouyang
Favorite  |  View/Download:54/0  |  Submit date:2020/06/30
Crude oil  Dynamic Bayesian structural time series model  Google trend  Kalman filtering  Spike and slab prior  Bayesian model average  
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
Favorite  |  View/Download:67/0  |  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  
A Bayesian In-Play Prediction Model for Association Football Outcomes 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 8, 页码: 18
Authors:  Zou, Qingrong;  Song, Kai;  Shi, Jian
Favorite  |  View/Download:50/0  |  Submit date:2020/06/30
bayesian inference  point process model  in-play prediction  betting market  adjusting forecast  association football