Research: Center for Econometrics
Featured Research
2025
- Using Limited Trial Evidence to Credibly Choose Treatment Dosage When Efficacy and Adverse Effects Weakly Increase with Dose (Charles Manski, Epidemiology vol. 36, no. 1, January 2025)
- Inference for Cluster Randomized Experiments with Nonignorable Cluster Sizes (Federico Bugni, Ivan Canay, Azeem M. Shaikh, and Max Tabord-Meehan, Journal of Political Economy Microeconomics vol. 3, no. 2, April 2025)
- Inference With Imputed Data: The Allure of Making Stuff Up (Charles Manski, Journal of Labor Economics vol. 43, no. S1, April 2025)
- Bootstrap Based Asymptotic Refinements for High-dimensional Nonlinear Models (Joel Horowitz and Ahnaf Rafi, Journal of Econometrics vol. 249, part B, May 2025)
- Statistical Decision Theory: Using a 1940s Idea to Fix a Problem in 21st Century AI (Charles Manski and Jeff Dominitz, Chance vol. 38, no. 12, July 2025)
- Hospitalization Patterns and In-Hospital Resource Utilization in Liver Cirrhosis and Association with Socioeconomic Deprivation (Charles Manski, Paola A. Barrios, Gil Peled, Aditya Jain, Saad Hussain, Oriana Dentici, Laura Kulik, Lisa B. VanWagner, Nikhilesh Mazumder, Andres Duarte-Rojo, and Daniela Ladner, American Journal of Transplantation vol. 25, no. 8, S1, August 2025)
- Identification and Statistical Decision Theory (Charles Manski, Econometric Theory vol. 41, no. 4, August 2025)
- Comparing the Cost of Cirrhosis to Other Common Chronic Diseases: A Longitudinal Study in a Large National Insurance Database (Charles Manski, Filip Obradovic, Dominic Vitello, Bima Hasjim, Joy Obayemi, Praneet Polineni, Michael Gmeiner, Eleena Koep, Aditya Jain, Federico Crippa, Andres Duarte-Rojo, Vinayak Rohan, Laura Kulik, Julianna Doll, Therese Banea, Gwen McNatt, Lihui Zhao, Lisa VanWagner, Daniela Ladner, Hepatology vol. 82, no. 2, August 2025)
- Using Total Margin of Error to Account for Non-Sampling Error in Election Polls (Charles Manski and Jeff Dominitz, Journal of the American Statistical Association, October 2025)
2024
- Increasing Prevalence of Cirrhosis Among Insured Adults in the United States, 2012–2018 (Charles Manski, Daniela P. Ladner, Michael Gmeiner, Bima J. Hasjim, Nikhilesh Mazumder, Raymond Kang, Emily Parker, John Stephen, Praneet Polineni, Anna Chorniy, Lihui Zhao, Lisa B. VanWagner, and Ronald T. Ackermann, PLOS One vol. 19, no. 2, February 2024)
- Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks (Joel Horowitz, Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang, Journal of Machine LEarning Research vol. 25, March 2024)
- New Liver Allocation Policy and National Liver Transplant Volume (Charles Manski, Daniela P. Ladner, and Sanjay Mehrotra, JAMA Surgery vol. 159, no. 8, May 2024)
- On the Use of Outcome Tests for Detecting Bias in Decision Making (Ivan Canay, Magne Mogstad, Jack Mountjoy, The Review of Economic Studies, vol. 91, no. 4, July 2024)
- Financial Burden of Cirrhosis is Significantly Reduced After Liver Transplantation (Charles Manski and Daniela P. Ladner, Liver Transplantation vol. 30, no. 9, September 2024)
- Toward Patient-Centered Drug Approval for Treatment of Rare Diseases (Charles Manski, Value in Health vol. 27, no. 12, December 2024)
2023
- Permutation-based Tests for Discontinuities in Event Studies (Federico Bugni, Jia Li, and Qiyuan Li, Quantitative Economics vol. 14, no. 1, January 2023)
- Partial Identification of Personalized Treatment Response with Trial-reported Analyses of Binary Subgroups (Charles Manski, Sheyu Li, and Valentyn Litvin, Epidemiology vol. 34, no. 3, May 2023)
- Probabilistic Prediction for Binary Treatment Choice: With Focus on Personalized Medicine (Charles Manski, Journal of Econometrics vol. 234, no. 2, June 2023)
- Inference Under Covariate-adaptive Randomization with Imperfect Compliance (Federico Bugni and Mengsi Gao, Journal of Econometrics vol. 237, no. 1, August 2023)
- Using Measures of Race to Make Clinical Predictions: Decision Making, Patient health, and Fairness (Charles Manski, John Mullahy, and Atheendar S. Venkataramani, PNAS vol. 120, no. 35, August 2023)
- Preface to the Special Issue on “Statistical Decision Theory and Treatment Choice” (Charles Manski, The Japanese Economic Review vol. 74, October 2023)
- A User’s guide for inference in models defined by moment inequalities (Ivan Canay, Gaston Illanes, and Amilcar Velez, Journal of Econometrics, November 2023)
- Treatment of Critical Bleeding Events in Patients with Immune Thrombocytopenia: A Systematic Review (Charles Manski, Emily Sirotich, Saifur Chowdhury, Gordon Guyatt MD, Daya Gill, Dimpy Modi, Laura Venier, Kerolos Eisa, Carolyn E Beck, Vicky R. Breakey, Kerstin de Wit, Stephen Porter, Kathryn Elizabeth, Adam Cuker, Clare O'Connor, Jennifer MacWhirter - DiRaimo, Justin Yan, John G. Kelton, Matthew Kang, Gail Strachan, Ziauddin Hassan, Barbara Pruitt, Menaka Pai, Rachael F. Grace, Dale Paynter, Jay Charness, Nichola Cooper, Steven Fein, Hasmik Nazaryan, Arnav Agarwal, Ishaq Siddiqui, Russell Leong, Sushmitha Pallapothu, Aaron Wen, Emily Xu, Bonnie Liu, Preksha Rathod, Henry Kwon, Jared Dookie, Amirmohammad Shafiee, Rachel Couban, Donald Arnold, Blood vol. 142, S1, November 2023)
- Statistical Decision Theory Respecting Stochastic Dominance (Charles Manski and Aleksey Tetenov, The Japanese Economic Review vol. 74, November 2023)
Archived research
For research from earlier than 2023, check our archive.