The Journal of Finance

Diagnostic Expectations and Credit Cycles

Published: 09/26/2017   |   DOI: 10.1111/jofi.12586

PEDRO BORDALO, NICOLA GENNAIOLI, ANDREI SHLEIFER

We present a model of credit cycles arising from diagnostic expectations—a belief formation mechanism based on Kahneman and Tversky's representativeness heuristic. Diagnostic expectations overweight future outcomes that become more likely in light of incoming data. The expectations formation rule is forward looking and depends on the underlying stochastic process, and thus is immune to the Lucas critique. Diagnostic expectations reconcile extrapolation and neglect of risk in a unified framework. In our model, credit spreads are excessively volatile, overreact to news, and are subject to predictable reversals. These dynamics can account for several features of credit cycles and macroeconomic volatility.

Foundations of Technical Analysis: Computational Algorithms, Statistical Inference, and Empirical Implementation

Published: 12/17/2002   |   DOI: 10.1111/0022-1082.00265

Andrew W. Lo, Harry Mamaysky, Jiang Wang

Technical analysis, also known as “charting,” has been a part of financial practice for many decades, but this discipline has not received the same level of academic scrutiny and acceptance as more traditional approaches such as fundamental analysis. One of the main obstacles is the highly subjective nature of technical analysis—the presence of geometric shapes in historical price charts is often in the eyes of the beholder. In this paper, we propose a systematic and automatic approach to technical pattern recognition using nonparametric kernel regression, and we apply this method to a large number of U.S. stocks from 1962 to 1996 to evaluate the effectiveness of technical analysis. By comparing the unconditional empirical distribution of daily stock returns to the conditional distribution—conditioned on specific technical indicators such as head‐and‐shoulders or double bottoms—we find that over the 31‐year sample period, several technical indicators do provide incremental information and may have some practical value.

The October 1979 Change in the U.S. Monetary Regime: Its Impact on the Forecastability of Canadian Interest Rates

Published: 03/01/1988   |   DOI: 10.1111/j.1540-6261.1988.tb02598.x

JAMES E. PESANDO, ANDRÉ PLOURDE

Subsequent to the October 1979 shift in monetary policy in the United States, interest rates in North America not only reached unprecedented levels but also exhibited unprecedented volatility. Using Canadian data, the authors show that anticipated quarterly changes in long‐term rates associated with the rational‐expectations model have remained small during this post‐shift period. The authors examine three sets of recorded forecasts of long‐term interest rates in Canada and note their failure to improve upon the no‐change prediction. The “perverse” relationship between the slope of the yield curve and the subsequent movement in long‐term rates exists in the Canadian data but is of only modest value in a forecasting context. The excess returns on long‐term bonds implicit in the recorded forecasts of the level of interest rates vary sharply, yet there is little evidence that forecasters have identified a predictable component of time‐varying term premia.

The Cross‐Section of Volatility and Expected Returns

Published: 01/20/2006   |   DOI: 10.1111/j.1540-6261.2006.00836.x

ANDREW ANG, ROBERT J. HODRICK, YUHANG XING, XIAOYAN ZHANG

We examine the pricing of aggregate volatility risk in the cross‐section of stock returns. Consistent with theory, we find that stocks with high sensitivities to innovations in aggregate volatility have low average returns. Stocks with high idiosyncratic volatility relative to the Fama and French (1993, Journal of Financial Economics 25, 2349) model have abysmally low average returns. This phenomenon cannot be explained by exposure to aggregate volatility risk. Size, book‐to‐market, momentum, and liquidity effects cannot account for either the low average returns earned by stocks with high exposure to systematic volatility risk or for the low average returns of stocks with high idiosyncratic volatility.

Estimating Private Equity Returns from Limited Partner Cash Flows

Published: 05/10/2018   |   DOI: 10.1111/jofi.12688

ANDREW ANG, BINGXU CHEN, WILLIAM N. GOETZMANN, LUDOVIC PHALIPPOU

We introduce a methodology to estimate the historical time series of returns to investment in private equity funds. The approach requires only an unbalanced panel of cash contributions and distributions accruing to limited partners and is robust to sparse data. We decompose private equity returns from 1994 to 2015 into a component due to traded factors and a time‐varying private equity premium not spanned by publicly traded factors. We find cyclicality in private equity returns that differs according to fund type and is consistent with the conjecture that capital market segmentation contributes to private equity returns.

Predictably Unequal? The Effects of Machine Learning on Credit Markets

Published: 10/28/2021   |   DOI: 10.1111/jofi.13090

ANDREAS FUSTER, PAUL GOLDSMITH‐PINKHAM, TARUN RAMADORAI, ANSGAR WALTHER

Innovations in statistical technology in functions including credit‐screening have raised concerns about distributional impacts across categories such as race. Theoretically, distributional effects of better statistical technology can come from greater flexibility to uncover structural relationships or from triangulation of otherwise excluded characteristics. Using data on U.S. mortgages, we predict default using traditional and machine learning models. We find that Black and Hispanic borrowers are disproportionately less likely to gain from the introduction of machine learning. In a simple equilibrium credit market model, machine learning increases disparity in rates between and within groups, with these changes attributable primarily to greater flexibility.

Taxes on Tax‐Exempt Bonds

Published: 03/19/2010   |   DOI: 10.1111/j.1540-6261.2009.01545.x

ANDREW ANG, VINEER BHANSALI, YUHANG XING

Implicit tax rates priced in the cross section of municipal bonds are approximately two to three times as high as statutory income tax rates, with implicit tax rates close to 100% using retail trades and above 70% for interdealer trades. These implied tax rates can be identified because a portion of secondary market municipal bond trades involves income taxes. After valuing the tax payments, market discount bonds, which carry income tax liabilities, trade at yields around 25 basis points higher than comparable municipal bonds not subject to any taxes. The high sensitivities of municipal bond prices to tax rates can be traced to individual retail traders dominating dealers and other institutions.

Pricing New Corporate Bond Issues: An Analysis of Issue Cost and Seasoning Effects

Published: 07/01/1986   |   DOI: 10.1111/j.1540-6261.1986.tb04525.x

W. K. H. FUNG, ANDREW RUDD

The pricing of new corporate bond issues is examined, with particular emphasis on the seasoning effect and the cost of underwriting. Considerable attention is paid to some special features of the corporate bond market, including the use of actual trader quotes so as to accurately measure holding period returns. Our results suggest that the cost of issuing corporate bonds is less than previously reported.

What Works in Securities Laws?

Published: 01/20/2006   |   DOI: 10.1111/j.1540-6261.2006.00828.x

RAFAEL PORTA, FLORENCIO LOPEZ‐DE‐SILANES, ANDREI SHLEIFER

We examine the effect of securities laws on stock market development in 49 countries. We find little evidence that public enforcement benefits stock markets, but strong evidence that laws mandating disclosure and facilitating private enforcement through liability rules benefit stock markets.

Information Flows in Foreign Exchange Markets: Dissecting Customer Currency Trades

Published: 03/18/2016   |   DOI: 10.1111/jofi.12378

LUKAS MENKHOFF, LUCIO SARNO, MAIK SCHMELING, ANDREAS SCHRIMPF

We study the information in order flows in the world's largest over‐the‐counter market, the foreign exchange (FX) market. The analysis draws on a data set covering a broad cross‐section of currencies and different customer segments of FX end‐users. The results suggest that order flows are highly informative about future exchange rates and provide significant economic value. We also find that different customer groups can share risk with each other effectively through the intermediation of a large dealer, and differ markedly in their predictive ability, trading styles, and risk exposure.

Performance Incentives within Firms: The Effect of Managerial Responsibility

Published: 07/15/2003   |   DOI: 10.1111/1540-6261.00579

Rajesh K. Aggarwal, Andrew A. Samwick

We show that top management incentives vary by responsibility. For oversight executives, pay‐performance incentives are $1.22 per thousand dollar increase in shareholder wealth higher than for divisional executives. For CEOs, incentives are $5.65 higher than for divisional executives. Incentives for the median top management team are substantial at $32.32. CEOs account for 42 to 58 percent of aggregate team incentives. For divisional executives, the pay–divisional performance sensitivity is positive and increasing in the precision of divisional performance and the pay–firm performance sensitivity is decreasing in the precision of divisional performance. These results support principal–agent models with multiple signals of managerial effort.

The Integration of Insurance and Taxes in Corporate Pension Strategy

Published: 07/01/1985   |   DOI: 10.1111/j.1540-6261.1985.tb05022.x

JAMES L. BICKSLER, ANDREW H. CHEN

This paper examines the implications of the joint effects of insurance and taxes for the optimal corporate pension strategy. It is shown that neither the “mini‐max” nor the “maxi‐min” strategy advocated by previous authors is necessarily best in corporate pension management. In the presence of capital market imperfections, the analysis via a single‐period contingent‐claims model indicates that optimal corporate pension strategy in both asset‐allocation and funding decisions can be a noncorner interior solution.

The Term Structure of Real Rates and Expected Inflation

Published: 04/01/2008   |   DOI: 10.1111/j.1540-6261.2008.01332.x

ANDREW ANG, GEERT BEKAERT, MIN WEI

Changes in nominal interest rates must be due to either movements in real interest rates, expected inflation, or the inflation risk premium. We develop a term structure model with regime switches, time‐varying prices of risk, and inflation to identify these components of the nominal yield curve. We find that the unconditional real rate curve in the United States is fairly flat around 1.3%. In one real rate regime, the real term structure is steeply downward sloping. An inflation risk premium that increases with maturity fully accounts for the generally upward sloping nominal term structure.

Bank Loans, Bonds, and Information Monopolies across the Business Cycle

Published: 05/09/2008   |   DOI: 10.1111/j.1540-6261.2008.01359.x

JOÃO A. C. SANTOS, ANDREW WINTON

Theory suggests that banks' private information about borrowers lets them hold up borrowers for higher interest rates. Since hold‐up power increases with borrower risk, banks with exploitable information should be able to raise their rates in recessions by more than is justified by borrower risk alone. We test this hypothesis by comparing the pricing of loans for bank‐dependent borrowers with the pricing of loans for borrowers with access to public debt markets, controlling for risk factors. Loan spreads rise in recessions, but firms with public debt market access pay lower spreads and their spreads rise significantly less in recessions.

Regulatory Arbitrage and Cross‐Border Bank Acquisitions

Published: 03/05/2015   |   DOI: 10.1111/jofi.12262

G. ANDREW KAROLYI, ALVARO G. TABOADA

We study how differences in bank regulation influence cross‐border bank acquisition flows and share price reactions to cross‐border deal announcements. Using a sample of 7,297 domestic and 916 majority cross‐border deals announced between 1995 and 2012, we find evidence of a form of “regulatory arbitrage” whereby acquisition flows involve acquirers from countries with stronger regulations than their targets. Target and aggregate abnormal returns around deal announcements are positive and larger when acquirers come from more restrictive bank regulatory environments. We interpret this evidence as more consistent with a benign form of regulatory arbitrage than a potentially destructive one.

The Joint Cross Section of Stocks and Options

Published: 05/28/2014   |   DOI: 10.1111/jofi.12181

BYEONG‐JE AN, ANDREW ANG, TURAN G. BALI, NUSRET CAKICI

Stocks with large increases in call (put) implied volatilities over the previous month tend to have high (low) future returns. Sorting stocks ranked into decile portfolios by past call implied volatilities produces spreads in average returns of approximately 1% per month, and the return differences persist up to six months. The cross section of stock returns also predicts option implied volatilities, with stocks with high past returns tending to have call and put option contracts that exhibit increases in implied volatility over the next month, but with decreasing realized volatility. These predictability patterns are consistent with rational models of informed trading.

Advance Refundings of Municipal Bonds

Published: 03/18/2017   |   DOI: 10.1111/jofi.12506

ANDREW ANG, RICHARD C. GREEN, FRANCIS A. LONGSTAFF, YUHANG XING

The advance refunding of debt is a widespread practice in municipal finance. In an advance refunding, municipalities retire callable bonds early and refund them with bonds with lower coupon rates. We find that 85% of all advance refundings occur at a net present value loss, and that the aggregate losses over the past 20 years exceed $15 billion. We explore why municipalities advance refund their debt at loss. Financially constrained municipalities may face pressure to advance refund since it allows them to reduce short‐term cash outflows. We find strong evidence that financial constraints are a major driver of advance refunding activity.

Why Do Foreign Firms Leave U.S. Equity Markets?

Published: 07/15/2010   |   DOI: 10.1111/j.1540-6261.2010.01577.x

CRAIG DOIDGE, G. ANDREW KAROLYI, RENÉ M. STULZ

Foreign firms terminate their Securities and Exchange Commission registration in the aftermath of the Sarbanes–Oxley Act (SOX) because they no longer require outside funds to finance growth opportunities. Deregistering firms’ insiders benefit from greater discretion to consume private benefits without having to raise higher cost funds. Foreign firms with more agency problems have worse stock‐price reactions to the adoption of Rule 12h‐6 in 2007, which made deregistration easier, than those firms more adversely affected by the compliance costs of SOX. Stock‐price reactions to deregistration announcements are negative, but less so under Rule 12h‐6, and more so for firms that raise fewer funds externally.

Risk Overhang and Loan Portfolio Decisions: Small Business Loan Supply before and during the Financial Crisis

Published: 09/04/2015   |   DOI: 10.1111/jofi.12356

ROBERT DEYOUNG, ANNE GRON, GӦKHAN TORNA, ANDREW WINTON

We estimate a structural model of bank portfolio lending and find that the typical U.S. community bank reduced its business lending during the global financial crisis. The decline in business credit was driven by increased risk overhang effects (consistent with a reduction in the liquidity of assets held on bank balance sheets) and by reduced loan supply elasticities suggestive of credit rationing (consistent with an increase in lender risk aversion). Nevertheless, we identify a group of strategically focused relationship banks that made and maintained higher levels of business loans during the crisis.

Should Investors Avoid All Actively Managed Mutual Funds? A Study in Bayesian Performance Evaluation

Published: 12/17/2002   |   DOI: 10.1111/0022-1082.00319

Klaas P. Baks, Andrew Metrick, Jessica Wachter

This paper analyzes mutual‐fund performance from an investor's perspective. We study the portfolio‐choice problem for a mean‐variance investor choosing among a risk‐free asset, index funds, and actively managed mutual funds. To solve this problem, we employ a Bayesian method of performance evaluation; a key innovation in our approach is the development of a flexible set of prior beliefs about managerial skill. We then apply our methodology to a sample of 1,437 mutual funds. We find that some extremely skeptical prior beliefs nevertheless lead to economically significant allocations to active managers.