He, Yi Ridge regression under dense factor augmented models. (English) Zbl 07877182 J. Am. Stat. Assoc. 119, No. 546, 1566-1578 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Li, Xingyu; Shen, Yan; Zhou, Qiankun Confidence intervals of treatment effects in panel data models with interactive fixed effects. (English) Zbl 07822317 J. Econom. 240, No. 1, Article ID 105684, 27 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shen, Dennis; Ding, Peng; Sekhon, Jasjeet; Yu, Bin Same root different leaves: time series and cross-sectional methods in panel data. (English) Zbl 1541.62381 Econometrica 91, No. 6, 2125-2154 (2023). MSC: 62P20 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Klinenberg, Danny Synthetic control with time varying coefficients a state space approach with Bayesian shrinkage. (English) Zbl 1531.62162 J. Bus. Econ. Stat. 41, No. 4, 1065-1076 (2023). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Freeman, Hugo; Weidner, Martin Linear panel regressions with two-way unobserved heterogeneity. (English) Zbl 07767702 J. Econom. 237, No. 1, Article ID 105498, 20 p. (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Viviano, Davide; Bradic, Jelena Synthetic learner: model-free inference on treatments over time. (English) Zbl 07693690 J. Econom. 234, No. 2, 691-713 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Powell, David Synthetic control estimation beyond comparative case studies: does the minimum wage reduce employment? (English) Zbl 07928256 J. Bus. Econ. Stat. 40, No. 3, 1302-1314 (2022). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Cattaneo, Matias D.; Feng, Yingjie; Titiunik, Rocio Prediction intervals for synthetic control methods. (English) Zbl 1506.62244 J. Am. Stat. Assoc. 116, No. 536, 1865-1880 (2021). MSC: 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Chernozhukov, Victor; Wüthrich, Kaspar; Zhu, Yinchu An exact and robust conformal inference method for counterfactual and synthetic controls. (English) Zbl 1506.62246 J. Am. Stat. Assoc. 116, No. 536, 1849-1864 (2021). MSC: 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Shaikh, Azeem M.; Toulis, Panos Randomization tests in observational studies with staggered adoption of treatment. (English) Zbl 1506.62254 J. Am. Stat. Assoc. 116, No. 536, 1835-1848 (2021). MSC: 62D20 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Abadie, Alberto; L’Hour, Jérémy A penalized synthetic control estimator for disaggregated data. (English) Zbl 1506.62243 J. Am. Stat. Assoc. 116, No. 536, 1817-1834 (2021). MSC: 62D20 × Cite Format Result Cite Review PDF Full Text: DOI
Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse The augmented synthetic control method. (English) Zbl 1506.62484 J. Am. Stat. Assoc. 116, No. 536, 1789-1803 (2021). MSC: 62P20 62D20 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Masini, Ricardo; Medeiros, Marcelo C. Counterfactual analysis with artificial controls: inference, high dimensions, and nonstationarity. (English) Zbl 1506.62252 J. Am. Stat. Assoc. 116, No. 536, 1773-1788 (2021). MSC: 62D20 62P20 × Cite Format Result Cite Review PDF Full Text: DOI Link
Bai, Jushan; Ng, Serena Matrix completion, counterfactuals, and factor analysis of missing data. (English) Zbl 1506.62236 J. Am. Stat. Assoc. 116, No. 536, 1746-1763 (2021). MSC: 62D10 62P20 62H12 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Agarwal, Anish; Shah, Devavrat; Shen, Dennis; Song, Dogyoon On robustness of principal component regression. (English) Zbl 1506.68032 J. Am. Stat. Assoc. 116, No. 536, 1731-1745 (2021). MSC: 68Q25 62H25 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Athey, Susan; Bayati, Mohsen; Doudchenko, Nikolay; Imbens, Guido; Khosravi, Khashayar Matrix completion methods for causal panel data models. (English) Zbl 1506.15030 J. Am. Stat. Assoc. 116, No. 536, 1716-1730 (2021). MSC: 15A83 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ferman, Bruno; Pinto, Cristine Synthetic controls with imperfect pretreatment fit. (English) Zbl 07497764 Quant. Econ. 12, No. 4, 1197-1221 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tanaka, Masahiro Bayesian matrix completion approach to causal inference with panel data. (English) Zbl 1477.62138 J. Stat. Theory Pract. 15, No. 2, Paper No. 49, 22 p. (2021). MSC: 62H12 62P20 62D20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Northcutt, Curtis G.; Jiang, Lu; Chuang, Isaac L. Confident learning: estimating uncertainty in dataset labels. (English) Zbl 1510.68088 J. Artif. Intell. Res. (JAIR) 70, 1373-1411 (2021). MSC: 68T05 68T09 68T30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Samartsidis, Pantelis; Seaman, Shaun R.; Presanis, Anne M.; Hickman, Matthew; De Angelis, Daniela Assessing the causal effect of binary interventions from observational panel data with few treated units. (English) Zbl 1429.62695 Stat. Sci. 34, No. 3, 486-503 (2019). MSC: 62P20 62M10 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid