Research Lab

This paper considers the problem of sequential parameter and state estimation in stochastic volatility jump diffusion models. We describe the existing methods, the particle and practical filter, and then develop algorithms to apply these methods to the case of stochastic volatility models with jumps. We analyze the performance of both approaches using both simulated and S and P 500 index return data. On simulated data, we find that the algorithms are both effective in estimating jumps, volatility, and parameters.

In this essay, I want to look at certain ethical aspects of the way that globalization has proceeded in recent years. I shall argue that in the way that they have sought to shape globalization, the advanced industrial countries have violated some basic ethical norms.

This study investigates whether banks manage the disclosed fair value of their major asset, the loan portfolio. Using two cross-section samples, I find evidence that suggests banks manage the fair value of loans. The estimated extent of overstatement of loans' fair value is negatively related to regulatory capital, asset growth, liquidity and the gross book value of loans, and positively related to the change in the rate of credit losses.

This article provides the first comprehensive econometric analysis of the causes of bank distress during the Depression. We assemble bank-level data for virtually all Fed member banks, and combine those data with county-level, state-level, and national-level economic characteristics to capture cross-sectional and inter-temporal variation in the determinants of bank failure.

In this lecture, I ask two questions: 1) What does "quality accounting" look like? 2) How does the equity analyst deal with "poor quality accounting"? The answer to the first question conveys what the analyst expects of the accountant and so characterizes accounting quality. The second question focuses on the quality of equity analysis rather than the quality of the accounting. How does the analyst recognize the imperfections of accounting—some of which are inevitable, I will argue—and adapt to them?

We show that network advantages constitute an important intangible asset that goes unrecognized in the financial statements. For a sample of e-commerce firms, we find that network advantages created by Web site traffic have substantial explanatory power for stock prices over and above traditional summary accounting measures such as earnings and book value of equity. Also, network advantages are positively associated with one-year-ahead and two-year-ahead earnings forecasts provided by equity analysis.

We study a principal-agent model of moral hazard in which the principal has an abandonment option. The option to abandon a project midstream limits a firm's downside risk. From a consumption (production) perspective, the option is clearly beneficial. However, from an incentive perspective, the option can be costly. Removing the lower tail of the project's underlying cash flow distribution also eliminates the information it contains about an agent's (unobservable) productive input.

This paper examines the effects of the Tax Reform Act of 1986 on the international location decisions of U.S. financial services firms. The Act included rule changes that made it substantially more difficult for U.S. firms to defer U.S. taxes on overseas financial services income held in low-tax jurisdictions. We use information from the tax returns of U.S. corporations to examine how local taxes affect the allocation of financial assets held abroad by financial services firms.

Numerous studies have documented that stock returns are negatively related to changes in interest rates, but there has been little corroborating research on the information in interest rate changes about the fundamentals that the stock market prices. The negative correlation is often attributed to changes in the discount rate, a denominator effect in a valuation model. However, there may also be a numerator effect on the expected payoffs that are discounted.