Spiess, Jann

1. Revisiting Event Study Designs: Robust and Efficient Estimation
   2021/08/27 by Kirill Borusyak, Borusyak, Kirill, Xavier Jaravel +3 · 43 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #Economic Policies and Impacts #FOS: Economics and business #Gender, Labor, and Family Dynamics
2. Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
   2023/10/12 by Susan Athey, Niall Keleher, Athey, Susan +3 · 3 citations
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Poverty, Education, and Child Welfare #School Choice and Performance
3. Machine-Learning Tests for Effects on Multiple Outcomes
   2017/07/05 by Jens Ludwig, Sendhil Mullainathan, Ludwig, Jens +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
4. Improving Inference from Simple Instruments through Compliance Estimation
   2021/08/08 by Stephen Coussens, Coussens, Stephen, Jann Spiess +1 · 1 voice · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Bayesian Inference #econ.EM #stat.ME #stat.ML
5. A Design-Based Perspective on Synthetic Control Methods
   2021/01/23 by Lea Bottmer, Guido W. Imbens, Bottmer, Lea +5 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Methods and Inference
6. Causal Inference on Outcomes Learned from Text
   2025/03/02 by Modarressi, Iman, Spiess, Jann, Venugopal, Amar · 4 citations
   #Computation and Language (cs.CL) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Methodology (stat.ME)
7. Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls
   2021/12/01 by Nick Doudchenko, Khashayar Khosravi, Doudchenko, Nick +13 · 1 citation
   Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Optimal Experimental Design Methods #Statistical Methods in Clinical Trials
8. Designing Algorithmic Recommendations to Achieve Human-AI Complementarity
   2024/05/02 by Bryce McLaughlin, Jann Spiess, McLaughlin, Bryce +1 · 2 voices · 1 citation
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.HC #cs.LG #econ.EM #stat.ML
9. Optimal Pre-Analysis Plans: Statistical Decisions Subject to Implementability
   2022/08/20 by Maximilian Kasy, Jann Spiess, Kasy, Maximilian +1 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Decision-Making and Behavioral Economics #Game Theory and Voting Systems