Details about Ye Luo

Access statistics for papers by Ye Luo.

Last updated 2025-06-05. Update your information in the RePEc Author Service.

Short-id: plu554

Working Papers

2025

1. Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks
   Papers, arXiv.org
2. Seesaw Experimentation: A/B Tests with Spillovers
   Papers, arXiv.org

2024

3. AI Persuasion, Bayesian Attribution, and Career Concerns of Doctors
   Papers, arXiv.org
4. Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity
   Papers, arXiv.org

2023

5. Dynamic Selection in Algorithmic Decision-making
   Papers, arXiv.org View citations (1)

2022

6. High-Dimensional $L_2$Boosting: Rate of Convergence
   Papers, arXiv.org View citations (12)

2021

7. Estimation and Inference of Treatment Effects with $L_2$-Boosting in High-Dimensional Settings
   Papers, arXiv.org
8. Shape-Enforcing Operators for Point and Interval Estimators
   Papers, arXiv.org View citations (4)

2020

9. Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data
   Papers, arXiv.org

2019

10. Errors in the Dependent Variable of Quantile Regression Models
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (4)
    See also Journal Article Errors in the Dependent Variable of Quantile Regression Models, Econometrica, Econometric Society (2021) View citations (4) (2021)
11. SortedEffects: Sorted Causal Effects in R
    Papers, arXiv.org View citations (1)

2018

12. The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages
    Papers, arXiv.org View citations (58)
    Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (7)
    CeMMAP working papers, Institute for Fiscal Studies (2015)
    See also Journal Article The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages, Econometrica, Econometric Society (2018) View citations (50) (2018)

2017

13. $L_2$Boosting for Economic Applications
    Papers, arXiv.org View citations (1)
14. L2-Boosting for Economic Applications
    VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking, Verein für Socialpolitik / German Economic Association View citations (5)
    See also Journal Article L2-Boosting for Economic Applications, American Economic Review, American Economic Association (2017) View citations (5) (2017)

Journal Articles

2024

1. Special issue on machine learning and artificial intelligence in business and economics
   International Studies of Economics, 2024, 19, (4), 470-471

2023

2. Estimation and inference of treatment effects with L2-boosting in high-dimensional settings
   Journal of Econometrics, 2023, 234, (2), 714-731 View citations (2)

2021

3. Errors in the Dependent Variable of Quantile Regression Models
   Econometrica, 2021, 89, (2), 849-873 View citations (4)
   See also Working Paper Errors in the Dependent Variable of Quantile Regression Models, NBER Working Papers (2019) View citations (4) (2019)

2019

4. Dynamic Pricing mit Künstlicher Intelligenz - Fallstudie aus dem Ride-Sharing-Markt
   Marketing Review St.Gallen, 2019, 36, (5), 48-54

2018

5. A Blockwise Consistency Method for Parameter Estimation of Complex Models
   Sankhya B: The Indian Journal of Statistics, 2018, 80, (1), 179-223
6. An imputation–regularized optimization algorithm for high dimensional missing data problems and beyond
   Journal of the Royal Statistical Society Series B, 2018, 80, (5), 899-926 View citations (3)
7. The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages
   Econometrica, 2018, 86, (6), 1911-1938 View citations (50)
   See also Working Paper The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages, Papers (2018) View citations (58) (2018)

2017

8. Core Determining Class and Inequality Selection
   American Economic Review, 2017, 107, (5), 274-77 View citations (2)
9. L2-Boosting for Economic Applications
   American Economic Review, 2017, 107, (5), 270-73 View citations (5)
   See also Working Paper L2-Boosting for Economic Applications, VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking (2017) View citations (5) (2017)