We address a text regression problem: given a piece of text, predict a real-world continuous quantity associated with the text’s meaning. In this work, the text is an SEC-mandated financial report published annually by a publiclytraded company, and the quantity to be predicted is volatility of...

A real options model of resource extraction is considered where management controls both the extraction rates as well as the quality of extracted material earmarked for processing into final product. The minimum quality of material acceptable for processing is called the cutoff grade. If the...

Jensen (1986) identifies the need to motivate managers to distribute funds that earn a ‘below-market' rate of return as a major problem in corporate finance. Equity closed-end funds (CEFs) provide an example of how capital markets perform this function. CEFs exist to provide investors with...

This paper experimentally tests the Fox-Tversky (1995) source preference hypothesis as axiomatized in Chew and Sagi (2008) where people may have preference between equally distributed risks depending on the underlying sources of uncertainty. We study two forms of source preference. One is based...

We axiomatize subjective probabilities on finite domains without requiring richness in the outcome space or restrictions on risk preference using Event Exchangeability (Chew and Sagi, 2006), which has been implicit in the prior literature (Savage, 1954; Machina and Schmeidler, 1992; Grant, 1995). In...

We find evidence that public firm disclosure, in the form of Management Discussion and Analysis (Sections 7 and 7a of annual reports), is more informative about the firm's future risk following the passage of the Sarbanes-Oxley Act of 2002. Employing a novel text regression, we are able to...

We design an experiment to understand how social preferences affect investment decisions through stock allocations and probability assessments. The major preference channel is asymmetric in social outcomes – although negative and positive responsible investment (RI) externalities have the same...

A Managed Distribution Policy (MDP), where investments might be partially liquidated to increase investors' cash flows, can lower the value of manager's claim on asset payoffs. This is a direct transfer of wealth from the management to the shareholders, and might be adopted by managers to deter...

We introduce a novel approach to estimating latent oil risk factors and establish their significance in pricing non-oil securities. Our model, which features four factors with simple economic interpretations, is estimated using both derivative prices and oil-related equity returns. The fit is...

We conduct an experiment designed to understand how social preferences affect investment decisions by observing subjects' stock allocations and probability assessments. Key to the design is that subjects' investment outcomes are treated by neutral, negative or positive payoff externalities on...