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Strategic Default, Debt Structure, and Stock Returns

Journal of Financial and Quantitative Analysis 2016 51(1), 197-229 open access
This paper theoretically and empirically investigates how debt structure and strategic interaction among shareholders and debt holders in the event of default affect expected stock returns. The model predicts that expected stock returns are higher for firms that face high debt renegotiation difficulties and that have a large fraction of secured or convertible debt. Using a large sample of publicly traded U.S. firms for the period 1985–2012, the paper presents new evidence on the link between debt structure and stock returns that is supportive of the model’s predictions.

Business Microloans for U.S. Subprime Borrowers

Journal of Financial and Quantitative Analysis 2016 51(1), 55-83
We show that business microloans to U.S. subprime borrowers have a very large impact on subsequent firm success. Using data on startup loan applicants from a lender that employed an automated algorithm in its application review, we implement a regression discontinuity design assessing the causal impact of receiving a loan on firms. Startups receiving funding are dramatically more likely to survive, enjoy higher revenues, and create more jobs. Loans are more consequential for survival among subprime business owners with more education and less managerial experience.

To Pay or Be Paid? The Impact of Taker Fees and Order Flow Inducements on Trading Costs in U.S. Options Markets

Journal of Financial and Quantitative Analysis 2016 51(5), 1637-1662
Consistent with prior literature, we find that average relative effective spreads are higher for venues that pay for order flow (PFOF) than for venues utilizing the maker-taker (MT) model. This relation becomes more nuanced when liquidity fees are incorporated into liquidity cost measures. For the majority of options, PFOF venues offer lower average liquidity costs net of taker fees. Net liquidity costs for the high-priced options, however, are lower for MT venues. Overall, our results suggest that the inclusion of fees and rebates can rationalize the routing of most, but not all, marketable orders to PFOF venues.

New Evidence on the Forward Premium Puzzle

Journal of Financial and Quantitative Analysis 2016 51(3), 875-897
The forward premium anomaly (exchange rate changes are negatively related to interest rate differentials) is one of the most robust puzzles in financial economics. We recast the underlying parity relation in terms of lagged forward interest rate differentials, documenting a reversal of the anomalous sign on the coefficient in the traditional specification. We show that this novel evidence is consistent with recent empirical models of exchange rates that imply exchange rate changes depend on two key variables: the interest rate differential and the magnitude of the deviation of the current exchange rate from that implied by purchasing power parity.

Ambiguity Aversion and Underdiversification

Journal of Financial and Quantitative Analysis 2016 51(4), 1297-1323
We examine asset allocation decisions under smooth ambiguity aversion when an investor has a prior degree of belief in an asset pricing model (e.g., the domestic CAPM). Different from a Bayesian approach, the investor separately relies on the conditional distribution of returns and on the posterior over parameters to make decisions, rather than on the predictive distribution of returns that integrates priors and likelihood information. We find that in the perspective of US investors, ambiguity aversion generates strong home bias in equity holdings, regardless of beliefs in the CAPM or risk aversion. Results become stronger under regime-switching investment opportunities.

Continuing Overreaction and Stock Return Predictability

Journal of Financial and Quantitative Analysis 2016 51(6), 2015-2046
We study the return predictability of a measure of continuing overreaction based on the weighted average of signed volumes. We find that the strategies of buying stocks with upward continuing overreaction and selling stocks with downward continuing overreaction generate significant positive returns and that our measure of continuing overreaction is a better predictor of future returns than past returns. The results are stronger among stocks primarily held by investors more prone to biased self-attribution. Our results provide direct support for the model of return predictability based on overconfidence and biased self-attribution.

Portfolio Diversification and International Corporate Bonds

Journal of Financial and Quantitative Analysis 2016 51(3), 959-983
This article examines the benefits of corporate bond diversification for U.S. investors. Analysis of a newly compiled bond-level data set for 2000–2010 finds that diversification with corporate bonds can significantly reduce volatility and increase risk-adjusted returns for U.S. investors. Unlike diversification with equities, corporate bonds offer significant out-of-sample risk reduction, particularly during the recent financial crisis. Risk-reduction gains are large even when the benchmark includes international equities or when longer samples of equities and sovereign bonds are used to inform corporate bond returns. Finally, significant risk-reduction gains remain after accounting for bond characteristics, liquidity, and informational costs.

A Rent-Protection Explanation for SEO Flotation-Method Choice

Journal of Financial and Quantitative Analysis 2016 51(3), 1039-1069
We model how a rent-protection motive drives the choice of flotation method in new equity issuance between two polar cases: rights issues and cash offers. Unexpected new blockholders would emerge in control-diluting cash offers and share in jealously guarded control benefits. But rights issues help the incumbent controlling shareholders avoid control dilution and safeguard their private benefits. Under asymmetric information about private benefits, the choice of flotation method can convey information about hidden private benefits and hence firm value. Our model can explain even a negative announcement effect of rights issues, and it supports not just one but three important equilibriums.

Sentiment and the Effectiveness of Technical Analysis: Evidence from the Hedge Fund Industry

Journal of Financial and Quantitative Analysis 2016 51(6), 1991-2013
This article presents a unique test of the effectiveness of technical analysis in different sentiment environments by focusing on its usage by perhaps the most sophisticated and astute investors, namely, hedge fund managers. We document that during high-sentiment periods, hedge funds using technical analysis exhibit higher performance, lower risk, and superior market-timing ability than nonusers. The advantages of using technical analysis disappear or even reverse in low-sentiment periods. Our findings are consistent with the view that technical analysis is relatively more useful in high-sentiment periods with larger mispricing, which cannot be fully exploited by arbitrage activities because of short-sale impediments.

Asymmetric Information, Financial Reporting, and Open-Market Share Repurchases

Journal of Financial and Quantitative Analysis 2016 51(4), 1165-1192
We explore the link between open-market share repurchases (OMRs) and asymmetric information based on financial reporting quality and find that opaque firms experience positive abnormal returns of twice the magnitude of those of transparent firms. These significant differences remain after controlling for governance, earnings management, and firm characteristics. We document significantly positive long-run postannouncement returns for opaque firms, but not for transparent firms. We find that takeover activity and premiums rise with repurchase activity by opaque firms, which may explain some of the wealth effects. Our results suggest that asymmetric information plays an important role in the wealth effects around OMRs.