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Multimodel inference based on smoothed information criteria 期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 16
Authors:  Zhao, Shangwei;  Zhang, Xinyu
Favorite  |  View/Download:1/0  |  Submit date:2021/10/26
information criterion  model averaging  multimodel inference  variance estimation  weight  
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:5/0  |  Submit date:2021/10/26
Bootstrap  model selection  star-tree paradox  support value  
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
Authors:  Zhang, Chihao;  Zhang, Shihua
Favorite  |  View/Download:30/0  |  Submit date:2021/04/26
Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
A survey and systematic assessment of computational methods for drug response prediction 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
Authors:  Chen, Jinyu;  Zhang, Louxin
Favorite  |  View/Download:11/0  |  Submit date:2021/06/01
Drug response prediction  regression model  low rank matrix factorization based approach  Bayesian inference  deep learning  benchmark  
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:20/0  |  Submit date:2020/09/23
Quantile regression  Spatial method  Bayesian inference  PM2.5 pollution  Socioeconomic factors  
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:29/0  |  Submit date:2020/06/30
bayesian inference  point process model  in-play prediction  betting market  adjusting forecast  association football  
Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 卷号: 381, 页码: 110-128
Authors:  Yan, Liang;  Zhou, Tao
Favorite  |  View/Download:36/0  |  Submit date:2019/03/11
Bayesian inverse problems  Multi-fidelity polynomial chaos  Surrogate modeling  Markov chain Monte Carlo  
The Spectre of Too Many Species 期刊论文
SYSTEMATIC BIOLOGY, 2019, 卷号: 68, 期号: 1, 页码: 168-181
Authors:  Leache, Adam D.;  Zhu, Tianqi;  Rannala, Bruce;  Yang, Ziheng
Favorite  |  View/Download:52/0  |  Submit date:2020/01/10
bpp  multispecies coalescent  Species delimitation  taxonomy  
UNCERTAINTY QUANTIFICATION WITH alpha-STABLE-PROCESS MODELS 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 553-576
Authors:  Tuo, Rui
Favorite  |  View/Download:22/0  |  Submit date:2019/01/11
Computer experiments  kriging  Levy processes  stable distributions  
PREDICTION BASED ON THE KENNEDY-O'HAGAN CALIBRATION MODEL: ASYMPTOTIC CONSISTENCY AND OTHER PROPERTIES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 2, 页码: 743-759
Authors:  Tuo, Rui;  Wu, C. F. Jeff
Favorite  |  View/Download:27/0  |  Submit date:2019/01/11
Bayesian inference  computer experiments  kriging