Machine learning time series regressions with an application to nowcasting A Babii, E Ghysels, J Striaukas Journal of Business & Economic Statistics 40 (3), 1094-1106, 2022 | 180 | 2022 |
High-dimensional Granger causality tests with an application to VIX and news A Babii, E Ghysels, J Striaukas Journal of Financial Econometrics 22 (3), 605–635, 2024 | 34* | 2024 |
Machine learning panel data regressions with heavy-tailed dependent data: Theory and application A Babii, RT Ball, E Ghysels, J Striaukas Journal of Econometrics 237 (2C), 2023 | 34* | 2023 |
Commercial and Residential Mortgage Defaults: Spatial Dependence with Frailty A Babii, X Chen, E Ghysels Journal of Econometrics 212 (1), 47-77, 2019 | 28 | 2019 |
Is completeness necessary? Estimation in nonidentified linear models A Babii, JP Florens arXiv preprint arXiv:1709.03473, 2025 | 27* | 2025 |
Honest Confidence Sets in Nonparametric IV Regression and Other Ill-posed Models A Babii Econometric Theory 36 (4), 658-706, 2020 | 25 | 2020 |
High-dimensional mixed-frequency IV regression A Babii Journal of Business & Economic Statistics 40 (4), 1470-1483, 2022 | 17* | 2022 |
Binary choice with asymmetric loss in a data-rich environment: Theory and an application to racial justice A Babii, X Chen, E Ghysels, R Kumar arXiv preprint arXiv:2010.08463, 2024 | 13 | 2024 |
Tensor PCA for Factor Models A Babii, E Ghysels, J Pan Available at SSRN 4312303, 2025 | 12* | 2025 |
Isotonic regression discontinuity designs A Babii, R Kumar Journal of Econometrics 234 (2), 371-393, 2023 | 12 | 2023 |
Are unobservables separable? A Babii, JP Florens Econometric Theory, 2024 | 8* | 2024 |
Panel data nowcasting: The case of price–earnings ratios A Babii, RT Ball, E Ghysels, J Striaukas Journal of Applied Econometrics 39 (2), 292-307, 2024 | 6* | 2024 |
Econometrics of machine learning methods in economic forecasting A Babii, E Ghysels, J Striaukas Handbook of Research Methods and Applications in Macroeconomic Forecasting, 246, 2024 | 4 | 2024 |
Nowcasting and aggregation: Why small Euro area countries matter A Babii, L Barbaglia, E Ghysels, J Striaukas Available at SSRN 4902689, 2024 | 3 | 2024 |
Functional Partial Least-Squares: Optimal Rates and Adaptation A Babii, M Carrasco, I Tsafack arXiv preprint arXiv:2402.11134, 2024 | 1 | 2024 |
ET Interview: Jean-Pierre Florens A Babii, E Ghysels Econometric Theory 36 (3), 369-385, 2020 | 1 | 2020 |
Essays on econometric models with endogeneity A Babii Toulouse 1, 2017 | | 2017 |
Nonparametric Instrumental Regression with Completely Independent Instrument: Mémoire de Recherche A Babii | | 2013 |
Attribution: performs sector-based single-level attribution A Babii | | 2012 |