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Ye Luo
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Year
The sorted effects method: discovering heterogeneous effects beyond their averages
V Chernozhukov, I Fernández‐Val, Y Luo
Econometrica 86 (6), 1911-1938, 2018
812018
Errors in the dependent variable of quantile regression models
J Hausman, H Liu, Y Luo, C Palmer
Econometrica 89 (2), 849-873, 2021
302021
High-Dimensional Boosting: Rate of Convergence
Y Luo, M Spindler, J Kück
arXiv preprint arXiv:1602.08927, 2016
282016
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
182018
L2-Boosting for Economic Applications
Y Luo, M Spindler
American Economic Review 107 (5), 270-73, 2017
122017
Estimation and Inference of Treatment Effects with -Boosting in High-Dimensional Settings
Y Luo, M Spindler
arXiv e-prints, arXiv: 1801.00364, 2017
9*2017
Causal reinforcement learning: An instrumental variable approach
J Li, Y Luo, X Zhang
arXiv preprint arXiv:2103.04021, 2021
82021
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
8*2018
Core determining class and inequality selection
Y Luo, H Wang
American Economic Review 107 (5), 274-77, 2017
62017
SortedEffects: sorted causal effects in R
S Chen, V Chernozhukov, I Fernández-Val, Y Luo
arXiv preprint arXiv:1909.00836, 2019
52019
Core-Determining-Class: Construction, Approximation, and Inference
Y Luo, H Wang
Working Paper, 2016
52016
Selecting informative moments via lasso
Y Luo, V Chernozhukov
Working paper, 2016
52016
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
42018
Identifying and computing the exact core-determining class
Y Luo, H Wang
Available at SSRN 3154285, 2018
32018
Average (E) BIC-like criteria for Bayesian model selection
J Xue, Y Luo, F Liang
Work Pap [Internet], 2017
32017
Self-fulfilling Bandits: Dynamic Selection in Algorithmic Decision-making
J Li, Y Luo, X Zhang
arXiv preprint arXiv:2108.12547, 2021
22021
A Blockwise Consistency Method for Parameter Estimation of Complex Models
R Shi, F Liang, Q Song, Y Luo, M Ghosh
Sankhya B 80 (1), 179-223, 2018
22018
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
12021
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
12019
Self-fulfilling Bandits: Endogeneity Spillover and Dynamic Selection in Algorithmic Decision-making
J Li, Y Luo, X Zhang
Available at SSRN 3912989, 2021
2021
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