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Countercyclical contingent capital

Journal of Banking & Finance 2012 36(6), 1688-1709
We analyze the optimal capital structure of a bank issuing countercyclical contingent capital, i.e., notes to be converted into common shares in poor macroeconomic conditions. A comparison of the main effects produced by the countercyclical asset with the simple equity-debt capital structure, the non-countercyclical contingent capital and the countercyclical callable bond is conducted. We demonstrate that this type of asset reduces the spread of straight debt and is effective in reducing the asset substitution incentive. The reduction of bankruptcy costs is strong only when the countercyclicality feature is removed. Contingent capital is useful for macroprudential regulation and we show that the countercyclical feature is important depending on priorities (moderate the asset substitution incentive or reduce bankruptcy costs).

Performance and determinants of the Merton structural model: Evidence from hedging coefficients

Journal of Banking & Finance 2015 58, 95-111
We empirically test the effectiveness of the Merton (1974) model in measuring the sensitivity of corporate bond returns to changes in equity value. We study the main variables that affect the performance of the model and relax the assumption of normally distributed rates of return. Results show that less than 6% of the bonds have a hedge ratio within 10% from the model predicted value. Volatility, time to maturity, size, distress, liquidity and information quality are found to be significant determinants of the efficacy of the model.

Real Options, Idiosyncratic Skewness, and Diversification

Journal of Financial and Quantitative Analysis 2017 52(1), 215-241 open access
We show how firm-level real options lead to idiosyncratic skewness in stock returns. We then document empirically that growth option variables are positive and significant determinants of idiosyncratic skewness. The real option impact on skewness is more significant in firms with lottery-type features, small size, high volatility, distressed, low return on assets, and low book-to-market ratio. We also find that expectation on idiosyncratic skewness is associated with lower Sharpe ratios. This suggests investors are willing to sacrifice mean-variance portfolio efficiency for greater skewness deriving from real options. Furthermore, financial flexibility has a positive incremental effect, enhancing the beneficial role of asset flexibility on idiosyncratic skewness.

Is bailout insurance and tail risk priced in bank equities?

Journal of Financial Stability 2021 55, 100909 open access
We present a pricing model of bank bailout insurance guarantees against tail risk and empirical evidence that provides a rational explanation why big bank equities “underperform” relative to small banks during normal times while they “overperform” during crises. A new measure accounting for left-tail risk protection against losses conditional on a crisis explains the “underperformance” of large banks during normal periods. Over the long-term spanning several economic cycles, bank assets are fairly priced regardless of size. Our empirical evidence supports our model’s predicted pattern of excess bank return reversals across economic cycles following Too-Big-To-Fail (TBTF) bailout policy in 1984.

US government TARP bailout and bank lottery behavior

Journal of Corporate Finance 2021 66, 101777 open access
Considerable debate surrounds how the US government's TARP bailout intervention has affected the risk-taking and moral hazard behavior of U.S. banks around the global financial crisis. We examine this issue with a focus on lottery behavior introducing MAX/MIN as a new measure of lotteryness in banking to capture the loss protection from bank bailout guarantees. We find that the TARP bailout increased the likelihood of bank lotteryness and risk shifting. Lottery-like bank equities are riskier after TARP and exhibit fatter right to left tails. A consistent pattern of risk taking and lottery behavior extends both before and after the 2008–2009 crisis, engulfing the largest systemic banks (SIFIs). While confirming that lottery-like bank equities have lower short-term return, we find they exhibit better cumulative long-term return performance. Our findings have important policy implications regarding government intervention in banking crises.

Growth Options and Related Stock Market Anomalies: Profitability, Distress, Lotteryness, and Volatility

Journal of Financial and Quantitative Analysis 2020 55(7), 2150-2180 open access
We provide new evidence on the economic role of growth options behind the profitability, distress, lotteryness, and volatility anomalies. We use idiosyncratic skewness to measure growth options and estimate expected idiosyncratic skewness capturing investors’ expectations about the firm’s mix of growth options versus assets-in-place. We find that investors require a positive premium to hold stocks of inflexible firms with low growth options and negative expected skewness and that a newly proposed skewness factor based on growth options explains the aforementioned anomalies. Thus, the new measure of expected idiosyncratic skewness may serve to reduce the number of anomalies in the literature.