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Bayesian Analysis of Linear Factor Models with Latent Factors, Multivariate Stochastic Volatility, and APT Pricing Restrictions
We analyze a new class of linear factor models in which the factors are latent and the covariance matrix of excess returns follows a multivariate stochastic volatility process. We evaluate cross-sectional restrictions suggested by the arbitrage pricing theory (APT), compare competing stochastic volatility specifications for the covariance matrix, and test for the number of factors. We also examine whether return predictability can be attributed to time-varying factor risk premia. Analysis of these models is feasible due to recent advances in Bayesian Markov chain Monte Carlo (MCMC) methods. We find that three latent factors with multivariate stochastic volatility best explain excess returns for a sample of 10 size decile portfolios. The data strongly favor models constrained by APT pricing restrictions over otherwise identical unconstrained models.
Conservatism, growth, and return on investment
Conservatism, growth, and return on investment
News Droughts, News Floods, and U. S. Disaster Relief
This paper studies the influence of mass media on U. S. government response to approximately 5,000 natural disasters occurring between 1968 and 2002. These disasters took nearly 63,000 lives and affected 125 million people per year. We show that U. S. relief depends on whether the disaster occurs at the same time as other newsworthy events, such as the Olympic Games, which are obviously unrelated to need. We argue that the only plausible explanation of this is that relief decisions are driven by news coverage of disasters and that the other newsworthy material crowds out this news coverage.
Using Tucker’s theorem of the alternative to simplify, review and expand discrete arbitrage theory
For valuing derivatives and other assets in securities and commodities markets, arbitrage pricing theory has been a major approach for decades. This paper derives fundamental arbitrage pricing results in finite dimensions in a simple unified framework using Tucker’s theorem of the alternative. Frictionless results, that is perfect market results, plus imperfect market results such as those with dividends, periodic interest payments, transaction costs, different interest rates for lending and borrowing, shorting costs and constrained short selling are presented. While the results are mostly known and appear in various places, our contribution is to present them in a coherent and comprehensive fashion with very simple proofs. The analysis yields a simple procedure to prove new results and some are presented for cases with imperfect market frictions.
Hedge funds, insiders, and the decoupling of economic and voting ownership: Empty voting and hidden (morphable) ownership
Most U.S. public companies have a single class of voting common shares: voting power is proportional to economic ownership. Linking votes to shares is often thought to be desirable, because, as residual claimants, shareholders have an incentive to exercise voting power well. The linkage also facilitates the market for corporate control. On the other hand, decoupling is efficient in some situations. Equity derivatives and other capital market developments now allow shareholders to readily decouple voting rights from economic ownership of shares, often without public disclosure. Hedge funds are prominent users of decoupling. Sometimes they hold more votes than economic ownership (a situation we term “empty voting”). Sometimes they hold undisclosed economic ownership without votes, but often with the de facto ability to acquire votes if needed (a situation we term ‘‘hidden (morphable) ownership”). This Article analyzes empty voting and hidden (morphable) ownership, which we term the “new vote buying.” We offer a framework for unpacking its functional elements and assess its potential benefits and costs. Two companion legal articles (Hu, Henry T.C., and Bernard S. Black, 2006a. The New Vote Buying: Empty Voting and Hidden (Morphable) Ownership, Southern California Law Review 79, 811–908#, and Hu, Henry T.C., and Bernard S. Black, 2006b. Empty Voting and Hidden Ownership: Taxonomy, Implications and Reforms, Business Lawyer 61, 1011–1069.) provide more details on current disclosure rules and offer a disclosure reform proposal.
Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms☆
Almost 27% of the CEOs in a sample of 790 newly partially privatized firms in China are former or current government bureaucrats. Firms with politically connected CEOs underperform those without politically connected CEOs by almost 18% based on three-year post-IPO stock returns and have poorer three-year post-IPO earnings growth, sales growth, and change in returns on sales. The negative effect of the CEO's political ties also show up in the first-day stock return. Finally, firms led by politically connected CEOs are more likely to appoint other bureaucrats to the board of directors rather than directors with relevant professional backgrounds.
An‐arrgh‐chy: The Law and Economics of Pirate Organization
This article investigates the internal governance institutions of violent criminal enterprise by examining the law, economics, and organization of pirates. To effectively organize their banditry, pirates required mechanisms to prevent internal predation, minimize crew conflict, and maximize piratical profit. Pirates devised two institutions for this purpose. First, I analyze the system of piratical checks and balances crews used to constrain captain predation. Second, I examine how pirates used democratic constitutions to minimize conflict and create piratical law and order. Pirate governance created sufficient order and cooperation to make pirates one of the most sophisticated and successful criminal organizations in history.
Insider trading in credit derivatives☆
Insider trading in the credit derivatives market has become a significant concern for regulators and participants. This paper attempts to quantify the problem. Using news reflected in the stock market as a benchmark for public information, we find significant incremental information revelation in the credit default swap market under circumstances consistent with the use of non-public information by informed banks. The information revelation occurs only for negative credit news and for entities that subsequently experience adverse shocks, and increases with the number of a firm's relationship banks. We find no evidence, however, that the degree of asymmetric information adversely affects prices or liquidity in either the equity or credit markets.