The sorted effects method: Discovering heterogeneous effects beyond their averages V Chernozhukov, I Fernández‐Val, Y Luo Econometrica 86 (6), 1911-1938, 2018 | 112 | 2018 |
High-Dimensional Boosting: Rate of Convergence Y Luo, M Spindler, J Kück arXiv preprint arXiv:1602.08927, 2016 | 45 | 2016 |
Errors in the dependent variable of quantile regression models J Hausman, H Liu, Y Luo, C Palmer Econometrica 89 (2), 849-873, 2021 | 35 | 2021 |
An imputation–regularized optimization algorithm for high dimensional missing data problems and beyond F Liang, B Jia, J Xue, Q Li, Y Luo Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018 | 31 | 2018 |
Estimation and inference of treatment effects with L2-boosting in high-dimensional settings J Kueck, Y Luo, M Spindler, Z Wang Journal of Econometrics 234 (2), 714-731, 2023 | 17* | 2023 |
Causal reinforcement learning: An instrumental variable approach J Li, Y Luo, X Zhang arXiv preprint arXiv:2103.04021, 2021 | 17 | 2021 |
L2-Boosting for Economic Applications Y Luo, M Spindler American Economic Review 107 (5), 270-273, 2017 | 12 | 2017 |
Shape-enforcing operators for point and interval estimators X Chen, V Chernozhukov, I Fernández-Val, S Kostyshak, Y Luo arXiv preprint arXiv:1809.01038, 2018 | 11* | 2018 |
SortedEffects: sorted causal effects in R S Chen, V Chernozhukov, I Fernández-Val, Y Luo arXiv preprint arXiv:1909.00836, 2019 | 9 | 2019 |
Core determining class and inequality selection Y Luo, H Wang American Economic Review 107 (5), 274-277, 2017 | 8 | 2017 |
Core-Determining-Class: Construction, Approximation, and Inference Y Luo, H Wang Working paper, 2016 | 8 | 2016 |
Selecting informative moments via lasso Y Luo, V Chernozhukov Unpublished manuscript, 2016 | 6 | 2016 |
Average (e) BIC-like criteria for Bayesian model selection J Xue, Y Luo, F Liang Work Pap [Internet], 2017 | 5 | 2017 |
An imputation-consistency algorithm for high-dimensional missing data problems and beyond F Liang, B Jia, J Xue, Q Li, Y Luo arXiv preprint arXiv:1802.02251, 2018 | 4 | 2018 |
High-dimensional econometrics and model selection Y Luo Massachusetts Institute of Technology, 2015 | 4 | 2015 |
Self-fulfilling bandits: Dynamic selection in algorithmic decision-making J Li, Y Luo, X Zhang Available at SSRN 3912989, 2021 | 3 | 2021 |
Identifying and computing the exact core-determining class Y Luo, H Wang Available at SSRN 3154285, 2018 | 3 | 2018 |
Accelerate training of restricted boltzmann machines via iterative conditional maximum likelihood estimation M Wu, Y Luo, F Liang Statistics and its interface 12 (3), 377, 2019 | 2 | 2019 |
A Blockwise Consistency Method for Parameter Estimation of Complex Models R Shi, F Liang, Q Song, Y Luo, M Ghosh Sankhya B 80, 179-223, 2018 | 2 | 2018 |
The partial monotonicity parameter: a generalization of regression monotonicity S KOSTYSHAK, Y Luo Working paper, available at https://people. clas. ufl. edu/skostyshak/files …, 2021 | 1 | 2021 |