| Factor and factor loading augmented estimators for panel regression with possibly nonstrong factors J Beyhum, E Gautier Journal of Business & Economic Statistics 41 (1), 270-281, 2022 | 16 | 2022 |
| Nonparametric instrumental regression with right censored duration outcomes J Beyhum, JP Florens, I Van Keilegom Journal of Business & Economic Statistics 40 (3), 1034-1045, 2022 | 15 | 2022 |
| Square-root nuclear norm penalized estimator for panel data models with approximately low-rank unobserved heterogeneity J Beyhum, E Gautier arXiv preprint arXiv:1904.09192, 2019 | 14 | 2019 |
| Factor-Augmented Sparse Midas Regressions with an Application to Nowcasting J Beyhum, J Striaukas Available at SSRN 5035402, 2024 | 9* | 2024 |
| Instrumental variable quantile regression under random right censoring J Beyhum, L Tedesco, I Van Keilegom The Econometrics Journal 27 (1), 21-36, 2024 | 7 | 2024 |
| Testing for sparse idiosyncratic components in factor-augmented regression models J Beyhum, J Striaukas Journal of Econometrics 244 (1), 105845, 2024 | 6* | 2024 |
| A nonparametric instrumental approach to confounding in competing risks models J Beyhum, JP Florens, I Van Keilegom Lifetime data analysis 29 (4), 709-734, 2023 | 6* | 2023 |
| Instrumental variable estimation of the proportional hazards model by presmoothing L Tedesco, J Beyhum, I Van Keilegom Electronic Journal of Statistics 19 (1), 656-717, 2025 | 5 | 2025 |
| An instrumental variable approach under dependent censoring G Crommen, J Beyhum, I Van Keilegom Test 33 (2), 473-495, 2024 | 5* | 2024 |
| Instrumental variable estimation of dynamic treatment effects on a duration outcome J Beyhum, S Centorrino, JP Florens, I Van Keilegom Journal of Business & Economic Statistics 42 (2), 732-742, 2024 | 5 | 2024 |
| Inference robust to outliers with ℓ1-norm penalization J Beyhum ESAIM: Probability and Statistics 24, 688-702, 2020 | 3 | 2020 |
| On an extension of the promotion time cure model J Beyhum, A El Ghouch, F Portier, I Van Keilegom The Annals of Statistics 50 (1), 537-559, 2022 | 2* | 2022 |
| One-step smoothing splines instrumental regression J Beyhum, E Lapenta, P Lavergne The Econometrics Journal, utae024, 2024 | 1* | 2024 |
| Inference after discretizing unobserved heterogeneity J Beyhum, M Mugnier arXiv preprint arXiv:2412.07352, 2024 | 1 | 2024 |
| Bounds for the regression parameters in dependently censored survival models I Willems, J Beyhum, I Van Keilegom arXiv preprint arXiv:2503.11210, 2025 | | 2025 |
| High-dimensional censored MIDAS logistic regression for corporate survival forecasting W Miao, J Beyhum, J Striaukas, I Van Keilegom arXiv preprint arXiv:2502.09740, 2025 | | 2025 |
| Testing for homogeneous treatment effects in linear and nonparametric instrumental variable models J Beyhum, JP Florens, E Lapenta, IV Keilegom Econometric Reviews 43 (7), 540-557, 2024 | | 2024 |
| High-dimensional nonconvex LASSO-type M-estimators J Beyhum, F Portier Journal of Multivariate Analysis 202, 105303, 2024 | | 2024 |
| Identification with possibly invalid IVs C Bruneel-Zupanc, J Beyhum arXiv preprint arXiv:2401.03990, 2024 | | 2024 |
| The potential outcomes factor model J Beyhum Available at SSRN 4684405, 2024 | | 2024 |
