Model averaging based on leave-subject-out cross-validation for vector autoregressions J Liao, X Zong, X Zhang, G Zou Journal of Econometrics 209 (1), 35-60, 2019 | 30 | 2019 |
Adaboost semiparametric model averaging prediction for multiple categories J Li, J Lv, ATK Wan, J Liao Journal of the American Statistical Association 117 (537), 495-509, 2022 | 26 | 2022 |
Corrected mallows criterion for model averaging J Liao, G Zou Computational Statistics & Data Analysis 144, 106902, 2020 | 17 | 2020 |
Model averaging estimator in ridge regression and its large sample properties S Zhao, J Liao, D Yu Statistical Papers 61 (4), 1719-1739, 2020 | 15 | 2020 |
Spatial Mallows model averaging for geostatistical models J Liao, G Zou, Y Gao Canadian Journal of Statistics 47 (3), 336-351, 2019 | 8 | 2019 |
Model averaging prediction for time series models with a diverging number of parameters J Liao, G Zou, Y Gao, X Zhang Journal of Econometrics 223 (1), 190-221, 2021 | 7 | 2021 |
Optimal model averaging for multivariate regression models J Liao, ATK Wan, S He, G Zou Journal of Multivariate Analysis 189, 104858, 2022 | 3 | 2022 |
Frequentist model averaging for the nonparametric additive model J Liao, ATK Wan, S He, G Zou Statistica Sinica 33 (1), 401-430, 2023 | 2 | 2023 |
Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models Z Chen, J Liao, W Xu, Y Yang Journal of Computational and Graphical Statistics 32 (4), 1649-1659, 2023 | 1 | 2023 |
Model selection and averaging for higher-order spatial autoregressive model L Jun, WEN Li, YIN Jianxin Journal of Systems Science and Mathematical Sciences 41 (5), 1400, 2021 | 1 | 2021 |
Model Averaging for Heteroscedastic Linear Models with Measurement Errors JI Linlin, L Jun, Z Xianpeng Journal of Systems Science and Mathematical Sciences 38 (6), 688, 2018 | | 2018 |
Optimal model averaging by data perturbation for spatial noisy data J Liao, G Zou, Y Gao Environmental and Ecological Statistics 24, 415-431, 2017 | | 2017 |