Liu, Pan; Li, Jialiang Segment regression model average with multiple threshold variables and multiple structural breaks. (English. French summary) Zbl 07836161 Can. J. Stat. 52, No. 1, 131-161 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Jingli; Li, Jialiang Multi-threshold structural equation model. (English) Zbl 1531.62198 J. Bus. Econ. Stat. 41, No. 2, 377-387 (2023). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Ge, Xinyi; Peng, Yingwei; Tu, Dongsheng A generalized single-index linear threshold model for identifying treatment-sensitive subsets based on multiple covariates and longitudinal measurements. (English. French summary) Zbl 1538.62337 Can. J. Stat. 51, No. 4, 1171-1189 (2023). MSC: 62P10 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Xiaomeng; Zhang, Xinyu Optimal model averaging based on forward-validation. (English) Zbl 07767724 J. Econom. 237, No. 2, Part C, Article ID 105295, 20 p. (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI
Guo, Chaohui; Li, Jialiang Homogeneity and structure identification in semiparametric factor models. (English) Zbl 07928184 J. Bus. Econ. Stat. 40, No. 1, 408-422 (2022). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Yue, Mu; Li, Jialiang; Sun, Baoluo Conditional sparse boosting for high-dimensional instrumental variable estimation. (English) Zbl 1531.62026 J. Stat. Comput. Simulation 92, No. 15, 3087-3108 (2022). MSC: 62G08 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Yan, Xingyu; Pu, Xiaolong; Xun, Xiaolei; Zhou, Yingchun A new functional estimation procedure for varying coefficient models. (English) Zbl 07532939 Commun. Stat., Theory Methods 50, No. 5, 1117-1133 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Di, Xiao; Ke, Yuan; Li, Runze Homogeneity structure learning in large-scale panel data with heavy-tailed errors. (English) Zbl 1540.62110 J. Mach. Learn. Res. 22, Paper No. 13, 42 p. (2021). MSC: 62M10 62H12 62H25 68T05 × Cite Format Result Cite Review PDF Full Text: Link
Yue, Mu; Huang, Lei A new approach of subgroup identification for high-dimensional longitudinal data. (English) Zbl 07480153 J. Stat. Comput. Simulation 90, No. 11, 2098-2116 (2020). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ferraty, Frederic (ed.); Kokoszka, Piotr (ed.); Wang, Jane-Ling (ed.); Wu, Yichao (ed.) Editorial for the special issue on high-dimensional and functional data analysis. (English) Zbl 1471.00015 Comput. Stat. Data Anal. 131, 10-11 (2019). MSC: 00B15 62-06 62-08 62R07 62R10 × Cite Format Result Cite Review PDF Full Text: DOI