Gupta, D., Kopytov, A., & Starmans, J. (2026). Insurance, Migration and Disclosure of Climate Risk.
David, G., Lindrooth, R. C., Helmchen, L. A., et al. (2014). Do hospitals cross-subsidize? Journal of Health Economics.
Coe, N. B., & Rosenkranz, D. A. (2025). Provider payment incentives: Evidence from the U.S. hospice industry. Journal of Public Economics.
Mankiw, N. G., & Weinzierl, M. (2010). The Optimal Taxation of Height: A Case Study of Utilitarian Income Redistribution. American Economic Journal: Economic Policy.
Chernozhukov, V., Wüthrich, K., & Zhu, Y. (2021). An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls. Journal of the American Statistical Association.
Chernozhukov, V., Hong, H., & Tamer, E. (2007). Estimation and Confidence Regions for Parameter Sets in Econometric Models. Econometrica.
Belloni, A., & Chernozhukov, V. (2011). ℓ1-penalized quantile regression in high-dimensional sparse models. The Annals of Statistics.
Belloni, A., & Chernozhukov, V. (2013). Least squares after model selection in high-dimensional sparse models. Bernoulli.
Belloni, A., Chernozhukov, V., & Hansen, C. (2014). High-Dimensional Methods and Inference on Structural and Treatment Effects. Journal of Economic Perspectives.
Belloni, A., Chernozhukov, V., & Hansen, C. (2014). Inference on Treatment Effects after Selection among High-Dimensional Controls. The Review of Economic Studies.
(2012). Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain. Econometrica.
Imbens, G., & Wager, S. (2019). Optimized Regression Discontinuity Designs. The Review of Economics and Statistics.
Athey, S., & Imbens, G. (2016). Recursive partitioning for heterogeneous causal effects. Proceedings of the National Academy of Sciences.
Athey, S., Bayati, M., Doudchenko, N., et al. (2021). Matrix Completion Methods for Causal Panel Data Models. Journal of the American Statistical Association.
Athey, S. (2017). Beyond prediction: Using big data for policy problems. Science.
Athey, S. (2019). The Impact of Machine Learning on Economics. The Economics of Artificial Intelligence.
Athey, S., & Imbens, G. W. (2019). Machine Learning Methods That Economists Should Know About. Annual Review of Economics.
Athey, S., & Imbens, G. W. (2017). The State of Applied Econometrics: Causality and Policy Evaluation. Journal of Economic Perspectives.
Arkhangelsky, D., Athey, S., Hirshberg, D. A., et al. (2021). Synthetic Difference-in-Differences. American Economic Review.
Wager, S., & Athey, S. (2018). Estimation and Inference of Heterogeneous Treatment Effects using Random Forests. Journal of the American Statistical Association.
Słoczyński, T. (2022). Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights. The Review of Economics and Statistics.
Słoczyński, T., Uysal, S. D., & Wooldridge, J. M. (2025). Abadie’s Kappa and Weighting Estimators of the Local Average Treatment Effect. Journal of Business & Economic Statistics.
Słoczyński, T. (2026). When Should We (Not) Interpret Linear IV Estimands as LATE?
Izdebski, A., Słoczyński, T., Bonnier, A., et al. (2020). Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data. The Economic Journal.
Słoczyński, T., Uysal, S. D., & Wooldridge, J. M. (2022). Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment. arXiv.org.
Abadie, A., Athey, S., Imbens, G. W., et al. (2020). Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis. Econometrica.
Abadie, A., Athey, S., Imbens, G. W., et al. (2022). When Should You Adjust Standard Errors for Clustering? The Quarterly Journal of Economics.
Wooldridge, J. M. (2023). Simple approaches to nonlinear difference-in-differences with panel data. The Econometrics Journal.
Wooldridge, J. M. (2025). An Algebraic Equivalence between Generalized Fixed Effects and a Generalized Mundlak Regression with Applications to Heterogeneous Trends and Difference-in-Differences. Seven Decades of Econometrics and Beyond: A Tribute to the Life and Work of Marc Nerlove.
S{l}oczy'nski, T., Uysal, S. D., & Wooldridge, J. M. (2025). Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects. Papers.
Gelber, A., & Weinzierl, M. (2016). OPTIMAL TAXATION WHEN CHILDREN'S ABILITIES DEPEND ON PARENTS' RESOURCES. National Tax Journal.
Gelber, A. M. (2014). Taxation and the Earnings of Husbands and Wives: Evidence from Sweden. Review of Economics and Statistics.
Gelber, A. M., Jones, D., Sacks, D. W., et al. (2021). Using Nonlinear Budget Sets to Estimate Extensive Margin Responses: Method and Evidence from the Earnings Test. American Economic Journal: Applied Economics.
Gelber, A., Moore, T., Pei, Z., et al. (2023). Disability Insurance Income Saves Lives. Journal of Political Economy.
Coyne, D., & Johnson, C. (2026). Use of the Opportunity Zone Tax Incentive through 2024: An Update.
Dinerstein, M., Yannelis, C., & Chen, C.-T. (2024). Debt Moratoria: Evidence from Student Loan Forbearance. American Economic Review: Insights.
Rafey, W. (2026). Measuring Water Misallocation in California.
Competition, E. C. D.-G. f., Stiebale, J., & Szucs, F. (2026). Study on the impact of mergers reviewed by the European Commission on innovation and markups.
Bhattacharya, V., Illanes, G., & Stillerman, D. (2026). Merger Effects and Antitrust Enforcement: Evidence from US Consumer Packaged Goods. American Economic Review.
Huber, M., & Imhof, D. (2023). Flagging cartel participants with deep learning based on convolutional neural networks. International Journal of Industrial Organization.
Shepard, M. (2022). Hospital Network Competition and Adverse Selection: Evidence from the Massachusetts Health Insurance Exchange. American Economic Review.
Abraham, V., Ederer, F., & Marvao, C. (2026). Common Ownership and Collusion.
Kwon, S., & Roth, J. (2024). (Empirical) Bayes Approaches to Parallel Trends. AEA Papers and Proceedings.
Chen, J., & Roth, J. (2022). Logs with zeros? Some problems and solutions.
Dwork, C., Feldman, V., Hardt, M., et al. (2015). Preserving Statistical Validity in Adaptive Data Analysis. Proceedings of the forty-seventh annual ACM symposium on Theory of Computing.
Chernozhukov, V., Newey, W. K., & Singh, R. (2022). Automatic Debiased Machine Learning of Causal and Structural Effects. Econometrica.
Heldring, L. (2025). The Cost of State-Building: Evidence from Germany.
Arrow, K. (1962). Economic Welfare and the Allocation of Resources for Invention. The Rate and Direction of Inventive Activity: Economic and Social Factors.
Jackson, C. K. (2013). Match Quality, Worker Productivity, and Worker Mobility: Direct Evidence from Teachers. The Review of Economics and Statistics.
Adhvaryu, A., Bassi, V., Nyshadham, A., et al. (2026). No Line Left Behind: Assortative Matching Inside the Firm. Review of Economics and Statistics.
Abdulkadiroğlu, A., Pathak, P. A., & Walters, C. R. (2018). Free to Choose: Can School Choice Reduce Student Achievement? American Economic Journal: Applied Economics.
Abdulkadiroğlu, A., Pathak, P. A., Schellenberg, J., et al. (2020). Do Parents Value School Effectiveness? American Economic Review.
Abraham, C., & Goldblatt, C. (2023). Changes in Relative Humidity Profiles over Earth’s Oceans in a Warming Climate: A Satellite-Data-Based Inference.
Chen, L., Pelger, M., & Zhu, J. (2019). Deep Learning in Asset Pricing.
Solon, G., Haider, S. J., & Wooldridge, J. M. (2015). What Are We Weighting For? Journal of Human Resources.
Einav, L., Finkelstein, A., & Mahoney, N. (2025). Producing Health: Measuring Value Added of Nursing Homes. Econometrica.
Okeke, E. N. (2026). Making Bricks from Straw: Resources and Productivity in Health Care. American Economic Review.
Bianchi, D., Büchner, M., & Tamoni, A. (2021). Bond Risk Premiums with Machine Learning. Review of Financial Studies.
Ghosh, A., Hwang, S. I. M., & Squires, M. (2023). Economic Consequences of Kinship: Evidence From U.S. Bans on Cousin Marriage. The Quarterly Journal of Economics.
De Nardi, M., French, E., & Jones, J. B. (2009). Why do the Elderly Save? The Role of Medical Expenses.
Vohra, V., & Goldin, J. (2024). Identifying the Cumulative Causal Effect of a Non-Binary Treatment from a Binary Instrument. Review of Economics and Statistics.
Bishop, C. M. (1995). Training with Noise is Equivalent to Tikhonov Regularization. Neural Computation.
Srivastava, N., Hinton, G., Krizhevsky, A., et al. (2014). Dropout: A Simple Way to Prevent Neural Networks from Overfitting. Journal of Machine Learning Research.
Jacot, A., Gabriel, F., & Hongler, C. (2018). Neural Tangent Kernel: Convergence and Generalization in Neural Networks. Advances in Neural Information Processing Systems.
Tibshirani, R. (2023). Conformal Prediction.
Jensen, C. (2012). Labour market- versus life course-related social policies: understanding cross-programme differences. Journal of European Public Policy.
Abaluck, J., Agha, L., & Chan Jr, D. C. (2026). Are Guidelines Worth Following? Decision-Making Under Incomplete Evidence. Working Paper Series.
Dai, J., Huang, A., Nasrallah, C., et al. (2025). Patient Safety Risks from AI Scribes: Signals from End-User Feedback.
Joshua S. Graff Zivin, J. H. T. F. J. A. L.-M. M. J. N. (2026). The Effects of Long-Term Exposure to Pollution on Health.
Christopher M. Worsham, C. B. J. R. B. K. A. J. (2026). In Utero Exposure to the 1982 Tylenol Recall and Neurodevelopmental Outcomes.
Lieber, E. M. J., & Lockwood, L. M. (2019). Targeting with In-Kind Transfers: Evidence from Medicaid Home Care. American Economic Review.
Bulow, J. I. (1982). Durable-Goods Monopolists. Journal of Political Economy.
Sirignano, J., Sadhwani, A., & Giesecke, K. (2016). Deep Learning for Mortgage Risk.
Finkelstein, A., Taubman, S., Wright, B., et al. (2012). The Oregon Health Insurance Experiment: Evidence from the First Year. The Quarterly Journal of Economics.
Levinthal, D. A., & Purohit, D. (1989). Durable Goods and Product Obsolescence. Marketing Science.
Waldman, M. (1996). Planned Obsolescence and the R&D Decision. The RAND Journal of Economics.
Fishman, A., & Rob, R. (2000). Product Innovation by a Durable-Good Monopoly. The RAND Journal of Economics.
Kowalski, A. E. (2023). Reconciling Seemingly Contradictory Results from the Oregon Health Insurance Experiment and the Massachusetts Health Reform. Review of Economics and Statistics.
Broockman, D. E. (2019). Ascertaining Business's Interests and Political Preferences. Studies in American Political Development.
Diebold, F. X., & Li, C. (2003). Forecasting the Term Structure of Government Bond Yields. Working Paper Series.
Kumar, P. (2006). Intertemporal price–quality discrimination and the Coase conjecture. Journal of Mathematical Economics.
Gul, F., Sonnenschein, H., & Wilson, R. (1986). Foundations of dynamic monopoly and the coase conjecture. Journal of Economic Theory.
Kiyotaki, N., & Moore, J. (2002). Evil Is the Root of All Money. American Economic Review.
Kamenica, E., & Gentzkow, M. (2011). Bayesian Persuasion. American Economic Review.
Chetty, R., Friedman, J. N., Saez, E., et al. (2017). Mobility Report Cards: The Role of Colleges in Intergenerational Mobility. Working Paper Series.
Callaway, B., & Sant’Anna, P. H. (2021). Difference-in-Differences with multiple time periods. Journal of Econometrics.
Espín-Sánchez, J.-A., Gil-Guirado, S., & Ryan, N. (2026). Praying for Rain. The Quarterly Journal of Economics.
Duffee, G. R. (2011). Sharpe ratios in term structure models.
Bau, N., & Fernández, R. (2021). Culture and the Family.
Bailey, M., & Dynarski, S. (2011). Gains and Gaps: Changing Inequality in U.S. College Entry and Completion.
Bailey, M. J., Malkova, O., & McLaren, Z. M. (2019). Does Access to Family Planning Increase Children’s Opportunities? Journal of Human Resources.
Newhouse, J. P. (1989). Do unprofitable patients face access problems? Health Care Financing Review.
Cutler, D., & Lleras-Muney, A. (2006). Education and Health: Evaluating Theories and Evidence.
Gowrisankaran, G., Nevo, A., & Town, R. (2015). Mergers When Prices Are Negotiated: Evidence from the Hospital Industry. American Economic Review.
Caner, M. (2009). Lasso-Type GMM Estimator. Econometric Theory.
Reiss, P. C., & Spiller, P. T. (1989). Competition and Entry in Small Airline Markets. The Journal of Law and Economics.
Hampole, M., Papanikolaou, D., Schmidt, L. D. W., et al. (2026). Artificial Intelligence and the Labor Market.
Sood, N., Buntin, M. B., & Escarce, J. J. (2008). Does how much and how you pay matter? Evidence from the inpatient rehabilitation care prospective payment system. Journal of Health Economics.
Chatterjee, N., Chen, Y.-H., Maas, P., et al. (2016). Constrained Maximum Likelihood Estimation for Model Calibration Using Summary-level Information from External Big Data Sources. Journal of the American Statistical Association.
Bauer, M. (2012). Restrictions on Risk Prices in Dynamic Term Structure Models.
Habermann, D., Bulling, A., Radev, S. T., et al. (2026). Amortized Bayesian Inference on Multilevel Models of Arbitrary Structure.
Prager, E., & Tilipman, N. (2025). Regulating Out-of-Network Hospital Payments: Disagreement Payoffs, Negotiated Prices, and Access.
Brunnermeier, M. K., Lamba, R., & Segura-Rodriguez, C. (2020). Inverse Selection. SSRN Electronic Journal.
Lee, K., Miguel, E., & Wolfram, C. (2020). Experimental Evidence on the Economics of Rural Electrification. Journal of Political Economy.
Bayle, G., Farolfi, S., Lavaine, E., et al. (2024). Solving conflict over common pool resources through delegation to a stakeholder. Journal of Economic Behavior & Organization.
Palacios-Huerta, I. (2023). Maradona plays Minimax. Sports Economics Review.
Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics.
Russell, J., Rajendhran, R., Pham, C. M., et al. (2026). StoryScope: Investigating idiosyncrasies in AI fiction. arXiv.org.
Ma, B., & Miyao, Y. (2026). The Imperfective Paradox in Large Language Models. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Chyn, E., & Daruich, D. (2025). An Equilibrium Analysis of the Effects of Neighborhood-Based Interventions on Children. American Economic Review.
Chetty, R., & Saez, E. (2004). Dividend Taxes and Corporate Behavior: Evidence from the 2003 Dividend Tax Cut.
Berendsen, J., Dur, R., & Kesternich, I. (2026). What Makes Life Meaningful? Tinbergen Institute Discussion Papers.
Palmer, C. J. (2026). An IV Hazard Model of Loan Default with an Application to Subprime Mortgage Cohorts. The Journal of Finance.
Chandra, A., Finkelstein, A., Sacarny, A., et al. (2016). Health Care Exceptionalism? Performance and Allocation in the US Health Care Sector. American Economic Review.
Finkelstein, A., & McKnight, R. (2008). What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending. Journal of Public Economics.
Xu, Y., Zhao, A., & Ding, P. (2026). Factorial Difference-in-Differences. Journal of the American Statistical Association.
Bursztyn, L., González, A. L., & Yanagizawa-Drott, D. (2020). Misperceived Social Norms: Women Working Outside the Home in Saudi Arabia. The American Economic Review.
Shyam-Sunder, L., & C. Myers, S. (1999). Testing static tradeoff against pecking order models of capital structure. Journal of Financial Economics.
Gruber, J., Howard, D. H., Leder-Luis, J., et al. (2025). Dying or Lying? For-Profit Hospices and End-of-Life Care. American Economic Review.
Ciliberto, F., Murry, C., & Tamer, E. (2021). Market Structure and Competition in Airline Markets. Journal of Political Economy.
Goolsbee, A., & Syverson, C. (2008). How do Incumbents Respond to the Threat of Entry? Evidence from the Major Airlines*. Quarterly Journal of Economics.
Aguirregabiria, V., & Mira, P. (2007). Sequential Estimation of Dynamic Discrete Games. Econometrica.
Rust, J. (1987). Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher. Econometrica.
Bilal, A., & Känzig, D. R. (2026). The Macroeconomic Impact of Climate Change: Global Versus Local Temperature. The Quarterly Journal of Economics.
Hotz, V. J., & Miller, R. A. (1993). Conditional Choice Probabilities and the Estimation of Dynamic Models. The Review of Economic Studies.
Schaumans, C., & Verboven, F. (2015). Entry and Competition in Differentiated Products Markets. Review of Economics and Statistics.
Hadfield-Menell, D., & Hadfield, G. (2018). Incomplete Contracting and AI Alignment.
Igami, M., & Sugaya, T. (2022). Measuring the Incentive to Collude: The Vitamin Cartels, 1990–99. The Review of Economic Studies.
Berry, S., Levinsohn, J., & Pakes, A. (1995). Automobile Prices in Market Equilibrium. Econometrica.
Cooper, Z., Gibbons, S., & Skellern, M. (2018). Does competition from private surgical centres improve public hospitals' performance? Evidence from the English National Health Service. Journal of Public Economics.
Brot, Z., Cooper, Z., Craig, S. V., et al. (2024). Is There Too Little Antitrust Enforcement in the US Hospital Sector? American Economic Review: Insights.
Viviano, D., Wüthrich, K., & Niehaus, P. (2026). A Model of Multiple Hypothesis Testing. Review of Economic Studies.
Lemmon, M. L., Roberts, M. R., & Zender, J. F. (2008). Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure. The Journal of Finance.
Chernozhukov, V., Wüthrich, K., & Zhu, Y. (2026). Debiasing and t -Tests for Synthetic Control Inference on Average Causal Effects. Journal of Political Economy.
Wüthrich, K., & Zhu, Y. (2023). Omitted Variable Bias of Lasso-Based Inference Methods: A Finite Sample Analysis. Review of Economics and Statistics.
Elliott, G., Kudrin, N., & Wüthrich, K. (2022). Detecting p‐Hacking. Econometrica.
Rambachan, A., Kleinberg, J., Ludwig, J., et al. (2020). An Economic Perspective on Algorithmic Fairness. AEA Papers and Proceedings.
Ludwig, J., Mullainathan, S., & Rambachan, A. (2026). Large Language Models: An Applied Econometric Framework. Annual Review of Economics.
Andrews, I., & Kasy, M. (2019). Identification of and Correction for Publication Bias. American Economic Review.
Ludwig, J., Mullainathan, S., & Spiess, J. (2019). Augmenting Pre-Analysis Plans with Machine Learning. AEA Papers and Proceedings.
Mullainathan, S., & Spiess, J. (2017). Machine Learning: An Applied Econometric Approach. Journal of Economic Perspectives.
Jones, S., & Free, C. (2026). What accountants need to know about artificial intelligence and machine learning: a review and call for future research. Journal of Accounting Literature.
Battaglini, M., Guiso, L., Lacava, C., et al. (2025). Refining public policies with machine learning: The case of tax auditing. Journal of Econometrics.
Feinstein, J. S. (1990). Detection Controlled Estimation. The Journal of Law and Economics.
Feinstein, J. S. (1999). Approaches for Estimating Noncompliance: Examples from Federal Taxation in the United States. The Economic Journal.
Slemrod, J. (2019). Tax Compliance and Enforcement. Journal of Economic Literature.
Bertanha, M., & Moreira, M. J. (2020). Impossible inference in econometrics: Theory and applications. Journal of Econometrics.
Bertanha, M., McCallum, A. H., & Seegert, N. (2023). Better bunching, nicer notching. Journal of Econometrics.
Bertanha, M., Caetano, C., Jales, H., et al. (2024). Bunching Estimation Methods. Handbook of Labor, Human Resources and Population Economics.
Hausman, J. A. (1985). The Econometrics of Nonlinear Budget Sets. Econometrica.
Chernozhukov, V., Chetverikov, D., Demirer, M., et al. (2018). Double/debiased machine learning for treatment and structural parameters. The Econometrics Journal.
Blomquist, S., Newey, W. K., Kumar, A., et al. (2021). On Bunching and Identification of the Taxable Income Elasticity. Journal of Political Economy.
Blomquist, S., & Newey, W. (2002). Nonparametric Estimation with Nonlinear Budget Sets. Econometrica.
Kleven, H. J. (2016). Bunching. Annual Review of Economics.
Kleven, H. J. (2021). Sufficient Statistics Revisited. Annual Review of Economics.
Chetty, R. (2009). Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods. Annual Review of Economics.
Saez, E. (2001). Using Elasticities to Derive Optimal Income Tax Rates. The Review of Economic Studies.
Kleven, H. J., Knudson, M. B., Kreiner, C. T., et al. (2011). Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark. Econometrica.
Saez, E., Slemrod, J., & Giertz, S. H. (2012). The Elasticity of Taxable Income with Respect to Marginal Tax Rates: A Critical Review. Journal of Economic Literature.
Diamond, P., & Saez, E. (2011). The Case for a Progressive Tax: From Basic Research to Policy Recommendation. Journal of Economic Perspectives.
Chetty, R., Friedman, J. N., Hilger, N., et al. (2011). How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star. The Quarterly Journal of Economics.
Chetty, R., Hendren, N., Kline, P., et al. (2014). Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States *. The Quarterly Journal of Economics.
Saez, E., & Zucman, G. (2016). Wealth Inequality in the United States since 1913: Evidence from Capitalized Income Tax Data *. The Quarterly Journal of Economics.
Piketty, T., & Saez, E. (2003). Income Inequality in the United States, 1913-1998. The Quarterly Journal of Economics.
Mirrlees, J. A. (1971). An Exploration in the Theory of Optimum Income Taxation. The Review of Economic Studies.
Gruber, J., & Saez, E. (2002). The elasticity of taxable income: evidence and implications. Journal of Public Economics.
Heckman, J. J. (2008). The Effect of Prayer on God's Attitude Toward Mankind.
Haase, G. C., Dourado, P. H., & Costa, J. P. V. (2026). Beyond mirror validation: the cost of ineffective challenge in model risk management. Journal of Risk Model Validation.
Andrews, I., Barahona, N., Gentzkow, M., et al. (2025). Structural Estimation Under Misspecification: Theory and Implications for Practice. The Quarterly Journal of Economics.
Hoffman, M. D., & Gelman, A. (2011). The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo.
Lester, R., & Olbert, M. (2025). Firms’ real and reporting responses to taxation: A review. Journal of Accounting and Economics.
Nothing here yet.