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廖军

职 称: 讲师


职 务: 无


电子邮箱: jliao1990@163.com

工作经历

2019年8月-至今 2021亚博最新网站, 讲师
2019年8月-2021年8月 2021亚博最新网站, 师资博士后

基金项目

1. 国家自然科学基金青年项目, 主持, 2021-2023
2. 中国人民大学科学研究基金项目,主持, 2020-2022

开设课程

回归分析 、应用时间序列分析、定性数据研究方法

研究方向

模型选择与模型平均、组合预测

论文成果

9. Liao, J., Wan, A.T.K., He, S. and Zou, G. (2022). Optimal model averaging for multivariate regression models. Journal of Multivariate Analysis. 189: 104858.
8. Liao, J., Wan, A.T.K., He, S. and Zou, G. (2021+). Frequentist Model Averaging for the Nonparametric Additive Model. Statistica Sinica. Forthcoming.
7. Li, J., Lv, J., Wan, A.T.K. and Liao, J. (2020+). AdaBoost semiparametric model averaging prediction for multiple categories. Journal of the American Statistical Association. Forthcoming.
6. Liao, J., Zou, G., Gao, Y. and Zhang, X. (2020). Model averaging prediction for time series models with a diverging number of parameters. Journal of Econometrics. 223: 190-221.
5. Liao, J. and Zou, G. (2020). Corrected Mallows criterion for model averaging. Computational Statistics and Data Analysis. 144: 106902.
4. Zhao, S., Liao, J. and Yu, D. (2020). Model averaging estimator in ridge regression and its large sample properties. Statistical Papers. 61: 1719–1739.
3. Liao, J., Zong, X., Zhang, X. and Zou, G. (2019). Model averaging based on leave-subject-out cross-validation for vector autoregressions. Journal of Econometrics, 209: 35-60.
2. Liao, J., Zou, G. and Gao, Y. (2019). Spatial Mallows model averaging for geostatistical data. Canadian Journal of Statistics, 47: 336-351.
1. Liao, J., Zou, G. and Gao, Y. (2017). Optimal model averaging by data perturbation for spatial noisy data. Environmental and Ecological Statistics, 24: 415-431.