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A Natural Experiment in "Jeopardy!"

American Economic Review 1995 85(1), 240-253
This paper uses the television game show "Jeopardy!" as a natural experiment to analyze behavior under uncertainty and the ability of players to choose strategic best-responses. The results suggest that, while most players bet in a rational manner, the failure rate for choosing best-responses increases as the betting problem grows more complex and that players' choices are affected by the "frame" of the problem. However, suboptimal betting tends to decrease as inferior players are driven from the game. The data also allow for estimation of the extent of risk aversion; the results imply near risk-neutrality.

Performance Evaluation With Transactions Data: The Stock Selection of Investment Newsletters

Journal of Finance 1999 54(5), 1743-1775
This paper analyzes the equity‐portfolio recommendations made by investment newsletters. Overall, there is no significant evidence of superior stock‐picking ability for this sample of 153 newsletters. Moreover, there is no evidence of abnormal short‐run performance persistence (“hot hands”). The comprehensive and bias‐free transactions database also allows for insights into the precision of performance evaluation. Using a measure of precision defined in the paper, a transactions‐based approach yields a median improvement of 10 percent over a corresponding factor model. This compares favorably with the precision gained by adding factors to the CAPM.

The Economics of Private Equity Funds

Review of Financial Studies 2010 23(6), 2303-2341
[This article analyzes the economics of the private equity industry using a novel model and dataset. We obtain data from a large investor in private equity funds, with detailed records on 238 funds raised between 1993 and 2006. We build a model to estimate the expected revenue to managers as a function of their investor contracts, and we test how this estimated revenue varies across the characteristics of our sample funds. Among our sample funds, about two-thirds of expected revenue comes from fixed-revenue components that are not sensitive to performance. We find sharp differences between venture capital (VC) and buyout (BO) funds. BO managers build on their prior experience by increasing the size of their funds faster than VC managers do. This leads to significantly higher revenue per partner and per professional in later BO funds. The results suggest that the BO business is more scalable than the VC business and that past success has a differential impact on the terms of their future funds.]

Extreme Governance: An Analysis of Dual-Class Firms in the United States

Review of Financial Studies 2010 23(3), 1051-1088
[We construct a comprehensive list of dual-class firms in the United States and use this list to analyze the relationship between insider ownership and firm value. Our data have two useful features. First, since dual-class stock separates cash-flow rights from voting rights, we can separately identify the impact of each. Second, we address endogeneity concerns by using exogenous predictors of dual-class status as instruments. In single-stage regressions, we find strong evidence that firm value is increasing in insiders' cash-flow rights and decreasing in insider voting rights. In instrumental variable regressions, the point estimates are similar but the significance levels are lower.]

A Natural Experiment in "Jeopardy!"

American Economic Review 2016
This paper uses the television game show 'Jeopardy!' as a natural experiment to analyze behavior under uncertainty and the ability of players to choose strategic best-responses. The results suggest that, while most players bet in a rational manner, the failure rate for choosing best-responses increases as the betting problem grows more complex and that players' choices are affected by the 'frame' of the problem. However, suboptimal betting tends to decrease as inferior players are driven from the game. The data also allow for estimation of the extent of risk aversion; the results imply near risk-neutrality. Copyright 1995 by American Economic Association.

Performance Evaluation with Transactions Data: The Stock Selection of Investment Newsletters

Journal of Finance 1999 54(5), 1743-1775
This paper analyzes the equity‐portfolio recommendations made by investment newsletters. Overall, there is no significant evidence of superior stock‐picking ability for this sample of 153 newsletters. Moreover, there is no evidence of abnormal short‐run performance persistence (“hot hands”). The comprehensive and bias‐free transactions database also allows for insights into the precision of performance evaluation. Using a measure of precision defined in the paper, a transactions‐based approach yields a median improvement of 10 percent over a corresponding factor model. This compares favorably with the precision gained by adding factors to the CAPM.

Banking-Crisis Interventions across Time and Space

Review of Financial Studies 2026 39(4), 1054-1076
We present a new database of banking-crisis interventions, covering 1,946 interventions in 20 categories across 143 countries. We demonstrate that crisis-intervention patterns are significantly related to income and fiscal variables and to measures of the political system and currency regime. GDP losses following crises are economically significant and are larger for wealthier countries, with some evidence that these losses are mitigated by democratic political systems and liberal currency regimes. Finally, intervention frequencies reached an apex during the post–Bretton Woods era, continuing a secular increase since at least the late seventeenth century.

The Economics of Private Equity Funds

Review of Financial Studies 2010 23(6), 2303-2341
This article analyzes the economics of the private equity industry using a novel model and dataset. We obtain data from a large investor in private equity funds, with detailed records on 238 funds raised between 1993 and 2006. We build a model to estimate the expected revenue to managers as a function of their investor contracts, and we test how this estimated revenue varies across the characteristics of our sample funds. Among our sample funds, about two-thirds of expected revenue comes from fixed-revenue components that are not sensitive to performance. We find sharp differences between venture capital (VC) and buyout (BO) funds. BO managers build on their prior experience by increasing the size of their funds faster than VC managers do. This leads to significantly higher revenue per partner and per professional in later BO funds. The results suggest that the BO business is more scalable than the VC business and that past success has a differential impact on the terms of their future funds.

Getting Up to Speed on the Financial Crisis: A One-Weekend-Reader's Guide

Journal of Economic Literature 2012 50(1), 128-150
All economists should be conversant with “what happened?” during the financial crisis of 2007–09. We select and summarize sixteen documents, including academic papers and reports from regulatory and international agencies. This reading list covers the key facts and mechanisms in the build-up of risk, the panics in short-term-debt markets, the policy reactions, and the real effects of the financial crisis. (JEL E32, E44, E52, G01, G21, G28)