Post-selection and post-regularization inference in linear models with many controls and instruments V Chernozhukov, C Hansen, M Spindler American Economic Review 105 (5), 486-490, 2015 | 242 | 2015 |
Valid post-selection and post-regularization inference: An elementary, general approach V Chernozhukov, C Hansen, M Spindler Annu. Rev. Econ. 7 (1), 649-688, 2015 | 226 | 2015 |
Stock market volatility: Identifying major drivers and the nature of their impact S Mittnik, N Robinzonov, M Spindler Journal of banking & Finance 58, 1-14, 2015 | 133 | 2015 |
hdm: High-dimensional metrics V Chernozhukov, C Hansen, M Spindler The R Journal 8 (2), 185-199, 2016 | 113* | 2016 |
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python P Bach, V Chernozhukov, S Klaassen, MS Kurz, M Spindler Journal of Machine Learning Research 23 (53), 1-6, 2022 | 78 | 2022 |
Causal mediation analysis with double machine learning H Farbmacher, M Huber, L Lafférs, H Langen, M Spindler The Econometrics Journal 25 (2), 277-300, 2022 | 65 | 2022 |
High-Dimensional Boosting: Rate of Convergence Y Luo, M Spindler, J Kück arXiv preprint arXiv:1602.08927, 2016 | 46 | 2016 |
Asymmetric information in the market for automobile insurance: Evidence from Germany M Spindler, J Winter, S Hagmayer Journal of Risk and Insurance 81 (4), 781-801, 2014 | 43 | 2014 |
Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls H Wasserbacher, M Spindler Digital Finance 4 (1), 63-88, 2022 | 41 | 2022 |
An explainable attention network for fraud detection in claims management H Farbmacher, L Löw, M Spindler Journal of Econometrics 228 (2), 244-258, 2022 | 39 | 2022 |
Nonparametric testing for asymmetric information L Su, M Spindler Journal of Business & Economic Statistics 31 (2), 208-225, 2013 | 38 | 2013 |
Heterogeneous effects of poverty on attention H Farbmacher, H Kögel, M Spindler Labour Economics 71, 102028, 2021 | 26 | 2021 |
Heterogeneity in the US gender wage gap P Bach, V Chernozhukov, M Spindler Journal of the Royal Statistical Society Series A: Statistics in Society 187 …, 2024 | 25* | 2024 |
How do unisex rating regulations affect gender differences in insurance premiums? V Aseervatham, C Lex, M Spindler The Geneva Papers on Risk and Insurance-Issues and Practice 41, 128-160, 2016 | 25 | 2016 |
Estimation and inference of treatment effects with L2-boosting in high-dimensional settings J Kueck, Y Luo, M Spindler, Z Wang Journal of Econometrics, 2022 | 19* | 2022 |
Sequence embeddings help detect insurance fraud I Fursov, E Kovtun, R Rivera-Castro, A Zaytsev, R Khasyanov, M Spindler, ... IEEE Access 10, 32060-32074, 2022 | 19* | 2022 |
32 Long-term care insurance across Europe T Bucher-Koenen, J Schütz, M Spindler Ageing in Europe: Supporting policies for an inclusive society, 353, 2015 | 15 | 2015 |
Applied Causal Inference Powered by ML and AI V Chernozhukov, C Hansen, N Kallus, M Spindler, V Syrgkanis | 12 | 2024 |
L2-Boosting for Economic Applications Y Luo, M Spindler American Economic Review 107 (5), 270-273, 2017 | 12 | 2017 |
Uniform inference in high-dimensional gaussian graphical models S Klaassen, J Kück, M Spindler, V Chernozhukov Biometrika 110 (1), 51-68, 2023 | 9* | 2023 |