Details about Jann Spiess

Access statistics for papers by Jann Spiess.

Last updated 2023-12-07. Update your information in the RePEc Author Service.

Short-id: psp218

Working Papers

2024

1. Algorithmic Assistance with Recommendation-Dependent Preferences
   Papers, arXiv.org
2. Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
   Papers, arXiv.org View citations (3)
3. Optimal Pre-Analysis Plans: Statistical Decisions Subject to Implementability
   Papers, arXiv.org
4. Revisiting Event Study Designs: Robust and Efficient Estimation
   Papers, arXiv.org View citations (167)
   Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2022)
5. Unpacking the Black Box: Regulating Algorithmic Decisions
   Papers, arXiv.org View citations (2)

2023

6. A Design-Based Perspective on Synthetic Control Methods
   Papers, arXiv.org View citations (6)
7. Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (1)
   Also in Papers, arXiv.org (2023) View citations (4)
8. Finding Subgroups with Significant Treatment Effects
   Papers, arXiv.org View citations (1)
9. On the Fairness of Machine-Assisted Human Decisions
   Papers, arXiv.org View citations (4)
10. Personalized Assignment to One of Many Treatment Arms via Regularized and Clustered Joint Assignment Forests
    Papers, arXiv.org

2022

11. Rationalizing Pre-Analysis Plans:Statistical Decisions Subject to Implementability
    Economics Series Working Papers, University of Oxford, Department of Economics

2021

12. Improving Inference from Simple Instruments through Compliance Estimation
    Papers, arXiv.org View citations (6)

2019

13. Machine-Learning Tests for Effects on Multiple Outcomes
    Papers, arXiv.org View citations (1)

2017

14. Bias Reduction in Instrumental Variable Estimation through First-Stage Shrinkage
    Papers, arXiv.org View citations (2)
15. Unbiased Shrinkage Estimation
    Papers, arXiv.org

Undated

16. Megastudies Improve the Impact of Applied Behavioural Science
    Mathematica Policy Research Reports, Mathematica Policy Research
    See also Journal Article Megastudies improve the impact of applied behavioural science, Nature, Nature (2021) View citations (25) (2021)

Journal Articles

2022

1. A 680,000-person megastudy of nudges to encourage vaccination in pharmacies
   Proceedings of the National Academy of Sciences, 2022, 119, (6), e2115126119 View citations (5)
2. Robust Post-Matching Inference
   Journal of the American Statistical Association, 2022, 117, (538), 983-995 View citations (14)

2021

3. Megastudies improve the impact of applied behavioural science
   Nature, 2021, 600, (7889), 478-483 View citations (25)
   See also Working Paper Megastudies Improve the Impact of Applied Behavioural Science, Mathematica Policy Research Reports

2019

4. Augmenting Pre-Analysis Plans with Machine Learning
   AEA Papers and Proceedings, 2019, 109, 71-76 View citations (4)

2017

5. Machine Learning: An Applied Econometric Approach
   Journal of Economic Perspectives, 2017, 31, (2), 87-106 View citations (657)