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Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Aijun Yang, Xuejun Jiang, Lianjie Shu, Pengfei Liu. Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification[J]. Communications in Statistics - Theory and Methods, 2019, 48(1), 165-176.
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.6/0.8 | Submit date：2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors Journal article
Aijun Yang, Ju Xiang, Lianjie Shu, Hongqiang Yang. Sparse Bayesian Variable Selection with Correlation Prior for Forecasting Macroeconomic Variable using Highly Correlated Predictors[J]. COMPUTATIONAL ECONOMICS, 2018, 51(2), 323-338.
Authors:  Aijun Yang;  Ju Xiang;  Lianjie Shu;  Hongqiang Yang
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:1.9/1.8 | Submit date：2018/10/30
Sparse Bayesian Variable Selection  Correlation Prior  Highly Correlated Predictors  Out-of-sample Forecasting  
Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis Journal article
Aijun Yang, Xuejun Jiang, Lianjie Shu, Jinguan Lin. Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis[J]. COMPUTATIONAL STATISTICS, 2017, 32(1), 127-143.
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Jinguan Lin
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:1.0/1.3 | Submit date：2018/10/30
Bayesian Variable Selection  Sparse Prior  Correlation Prior  Probit Model  High-dimensional Data Classification