Showing 1 - 10 of 2,047
Current practice largely follows restrictive approaches to market risk measurement, such as historical simulation or … cross-fertilize the academic and practitioner communities, promoting improved market risk measurement technologies that draw … produce more accurate risk assessments, treating both portfolio-level and asset-level analysis. Asset-level analysis is …
Persistent link: https://www.econbiz.de/10012460575
The extant literature predicts market returns with "simple" models that use only a few parameters. Contrary to conventional wisdom, we theoretically prove that simple models severely understate return predictability compared to "complex" models in which the number of parameters exceeds the...
Persistent link: https://www.econbiz.de/10013334435
This paper makes three points regarding the proper measurement of the output of financial intermediaries. Two of them … concern the measurement of nominal financial output, especially banking output. First, we show that, to impute the nominal … user cost of funds") for the risk inherent in that corresponding financial transaction. Otherwise, nominal financial output …
Persistent link: https://www.econbiz.de/10012464033
This paper provides an empirical analysis of the risk of trading revenues of U.S. commercial banks. We collect … quarterly data on trading revenues, broken down by business line, as well as the Value at Risk-based market risk charge. The … across business lines. These low correlations do not corroborate systemic risk concerns. Neither is there evidence that the …
Persistent link: https://www.econbiz.de/10012467650
In the face of rising climate risk, financial institutions may adapt by transferring such risk to securitizers that … to climate risk may be a drop in the ocean of cash flows. This paper builds a data set of the entire securitization chain … optimal deals by finding the portfolio weights in an asset demand system that targets return and risk. Extrapolating wildfire …
Persistent link: https://www.econbiz.de/10014512098
We measure investors' short- and long-term stock-return expectations using both options and survey data. These expectations at different horizons reveal what investors think their own short-term expectations will be in the future, or forward return expectations. While contemporaneous short-term...
Persistent link: https://www.econbiz.de/10014372444
We survey the nascent literature on machine learning in the study of financial markets. We highlight the best examples of what this line of research has to offer and recommend promising directions for future research. This survey is designed for both financial economists interested in grasping...
Persistent link: https://www.econbiz.de/10014322889
We introduce and analyze a new market design for trading financial assets. The design allows traders to directly trade any user-defined linear combination of assets. Orders for such portfolios are expressed as downward-sloping piecewise-linear demand curves with quantities as flows...
Persistent link: https://www.econbiz.de/10014250116
We theoretically characterize the behavior of machine learning asset pricing models. We prove that expected out-of-sample model performance--in terms of SDF Sharpe ratio and test asset pricing errors--is improving in model parameterization (or "complexity"). Our empirical findings verify the...
Persistent link: https://www.econbiz.de/10014372446
This paper exploits a data rich environment to provide direct econometric estimates of time-varying macroeconomic uncertainty, defined as the common volatility in the unforecastable component of a large number of economic indicators. Our estimates display significant independent variations from...
Persistent link: https://www.econbiz.de/10012459206