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Andrii Babii
Andrii Babii
Associate Professor of Economics, UNC Chapel Hill
Verified email at email.unc.edu - Homepage
Title
Cited by
Cited by
Year
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
1802022
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
282019
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
252020
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
132024
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
122023
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
42024
Nowcasting and aggregation: Why small Euro area countries matter
A Babii, L Barbaglia, E Ghysels, J Striaukas
Available at SSRN 4902689, 2024
32024
Functional Partial Least-Squares: Optimal Rates and Adaptation
A Babii, M Carrasco, I Tsafack
arXiv preprint arXiv:2402.11134, 2024
12024
ET Interview: Jean-Pierre Florens
A Babii, E Ghysels
Econometric Theory 36 (3), 369-385, 2020
12020
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
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Articles 1–19