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Author:Sun, Bo 

Working Paper
Incentive Contracting Under Ambiguity Aversion

This paper studies a principal-agent model in which the information on future firm performance is ambiguous and the agent is averse to ambiguity. We show that if firm risk is ambiguous, while stocks always induce the agent to perceive a high risk, options can induce him to perceive a low risk. As a result, options can be less costly in incentivizing the agent than stocks in the presence of ambiguity. In addition, we show that providing the agent with more incentives would induce the agent to perceive a higher risk, and there is a discontinuous jump in the compensation cost as incentives ...
International Finance Discussion Papers , Paper 1195

Discussion Paper
Measuring Monetary Policy Uncertainty: The Federal Reserve, January 1985-January 2016

In this note we focus on the U.S. over the period January 1985 to January 2016, but have also constructed measures over a longer time period and for other central banks/economies.
IFDP Notes , Paper 2016-04-11-2

Working Paper
Investor Sentiment and the (Discretionary) Accrual-return Relation

Discretionary accruals are positively associated with stock returns at the aggregate level but negatively so in the cross section. Using Baker-Wurgler investor sentiment index, we find that a significant presence of sentiment-driven investors is important in accounting for both patterns. We document that the aggregate relation is only prominent during periods of high investor sentiment. Similarly, the cross-section relation is considerably stronger in high-sentiment periods in both economic magnitude and statistical significance. We then embed investor sentiment into a stylized model of ...
International Finance Discussion Papers , Paper 1300

Discussion Paper
Measuring Cross Country Monetary Policy Uncertainty

In previous work, we constructed a news-based index of U.S. monetary policy uncertainty (MPU) that captures the degree of uncertainty the public perceives about Federal Reserve policy actions and their consequences. In this note, we extend that work to Canada, the Euro Area, Japan, and United Kingdom.
IFDP Notes , Paper 2016-11-23

Working Paper
Managerial Compensation under Privately-Observed Hedging

This paper studies how private information in hedging outcomes affects the design of managerial compensation when hedging instruments serve as a double-edged sword in that they may be used for both corporate hedging and earnings management. On the one hand, financial vehicles can offer customized contracts that are closely tailored to manage specific risk and improve hedging efficiency. On the other hand, involvement in hedging may give rise to manipulation through misstatement of the value estimates. We show that the use of privately-observed hedging may actually require greater ...
International Finance Discussion Papers , Paper 1160

Discussion Paper
The Fed’s Inaugural Conference on the International Roles of the U.S. Dollar

The U.S. dollar has played a preeminent role in the global economy since the second World War. It is used as a reserve currency and the currency of denomination for a large fraction of global trade and financial transactions. The status of the U.S. dollar engenders important considerations for the effectiveness of U.S. policy instruments and the functioning of global financial markets. These considerations include understanding potential factors that may alter the dominance of the U.S. dollar in the future, such as changes in the macroeconomic and policy environments or the development of new ...
Liberty Street Economics , Paper 20220705b

Working Paper
Asset returns with earnings management

The paper investigates stock return dynamics in an environment where executives have an incentive to maximize their compensation by artificially inflating earnings. A principal-agent model with financial reporting and managerial effort is embedded in a Lucas asset-pricing model with periodic revelations of the firm's underlying profitability. The return process generated from the model is consistent with a range of financial anomalies observed in the return data: volatility clustering, asymmetric volatility, and increased idiosyncratic volatility. The calibration results further indicate that ...
International Finance Discussion Papers , Paper 988

Working Paper
Risk Choices and Compensation Design

We analyze the impact of bad-tail risks on managerial pay functions, especially the decision to pay managers in stock or in options. In contrast to conventional wisdom, we find that options are often a superior vehicle for limiting managerial incentives to take bad-tail risks while providing incentives to exert effort. Arrangements similar to collar options are able to incent the desired project choice in wider range of circumstances than call options or stock. However, information requirements appear high. We briefly explore alternatives with features similar to maluses and clawbacks, which ...
International Finance Discussion Papers , Paper 1130

Working Paper
Contracting with Feedback

We study the effect of financial market conditions on managerial compensation structure. First, we analyze the optimal pay-for-performance in a model in which corporate decisions and firm value are both endogenous to trading due to feedback from information contained in stock prices. In a less frictional financial market, the improved information content of stock prices helps guide managerial decisions, and this information substitutes out part of the direct incentive provision from compensation contracts. Thus, the optimal pay-for-performance is lowered in response to reductions in market ...
International Finance Discussion Papers , Paper 1143

Working Paper
The Stock Market Response to a "Regulatory Sine Curve"

We construct new indicators of financial regulatory intensity and find evidence that a "regulatory sine curve" generally exists: regulatory oversight increases following a recession and wanes as the economy returns to normalcy. We then build an asset pricing model, based on the idea that regulatory oversight both deters incentives to commit fraud ex ante and reveals hidden negative information ex post. Our calibration suggests that these mechanisms can be quantitatively important for stock price dynamics.
International Finance Discussion Papers , Paper 1299

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