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Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite  |  View/Download:6/0  |  Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite  |  View/Download:4/0  |  Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
Standing out from the crowd – An investigation of the signal attributes of Airbnb listings Journal article
International Journal of Contemporary Hospitality Management, 2019,Volume: 32
Authors:  Bin Yao;  Richard T.R. Qiu;  Daisy X.F. Fan;  Anyu Liu;  Dimitrios Buhalis
View  |  Adobe PDF(493Kb)  |  Favorite  |  View/Download:15/3  |  Submit date:2019/09/10
Signaling Theory  Big Data  Airbnb  Binomial Logistic Model  Booking Probability  Sequential Bayesian Updating  Sharing Economy  
Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors Journal article
COMPUTATIONAL ECONOMICS, 2018,Volume: 51,Issue: 2,Page: 323-338
Authors:  Aijun Yang;  Ju Xiang;  Lianjie Shu;  Hongqiang Yang
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Sparse Bayesian Variable Selection  Correlation Prior  Highly Correlated Predictors  Out-of-sample Forecasting  
Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
Authors:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
Favorite  |  View/Download:15/0  |  Submit date:2019/02/13
Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis Journal article
COMPUTATIONAL STATISTICS, 2017,Volume: 32,Issue: 1,Page: 127-143
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Jinguan Lin
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Bayesian Variable Selection  Sparse Prior  Correlation Prior  Probit Model  High-dimensional Data Classification