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"Asymmetric Dependence (hereafter, AD) is usually thought of as a cross-sectional phenomenon. Andrew Patton describes AD as "stock returns appear to be more highly correlated during market downturns than during market upturns." (Patton, 2004) Thus at a point in time when the market return is...
Persistent link: https://www.econbiz.de/10011761934
Cover -- Title Page -- Copyright -- Contents -- About the Editors -- Introduction -- Chapter 1: Disappointment Aversion, Asset Pricing and Measuring Asymmetric Dependence -- 1.1 Introduction -- 1.2 From Skiadas Preferences to Asset Prices -- 1.3 Consistently Measuring Asymmetric Dependence --...
Persistent link: https://www.econbiz.de/10011841506
In this paper, we apply machine learning to forecast the conditional variance of long-term stock returns measured in excess of different benchmarks, considering the short- and long-term interest rate, the earnings-by-price ratio, and the inflation rate. In particular, we apply in a two-step...
Persistent link: https://www.econbiz.de/10012127861
The prototypical Lee-Carter mortality model is characterized by a single common time factor that loads differently across age groups. In this paper, we propose a parametric factor model for the term structure of mortality where multiple factors are designed to influence the age groups...
Persistent link: https://www.econbiz.de/10012025646
The aim of this contribution is to revisit, clarify and complete the picture of uncertainty estimates in the chain-ladder (CL) claims reserving method. Therefore, we consider the conditional mean square error of prediction (MSEP) of the total prediction uncertainty (using Mack's formula) and the...
Persistent link: https://www.econbiz.de/10011293560
A firm's current leverage ratio is one of the core characteristics of credit quality used in statistical default prediction models. Based on the capital structure literature, which shows that leverage is mean-reverting to a target leverage, we forecast future leverage ratios and include them in...
Persistent link: https://www.econbiz.de/10003828659
This paper considers the issue of forecasting financial fragility of banks and insurances using a panel data set of performance indicators, namely distance-to- default, taking unobserved common factors into account. We show that common factors are important in the performance of banks and...
Persistent link: https://www.econbiz.de/10003832732
Forecasting based pricing of Weather Derivatives (WDs) is a new approach in valuation of contingent claims on nontradable underlyings. Standard techniques are based on historical weather data. Forward-looking information such as meteorological forecasts or the implied market price of risk (MPR)...
Persistent link: https://www.econbiz.de/10009511156
Electricity load forecasts are an integral part of many decision-making processes in the electricity market. However, most literature on electricity load forecasting concentrates on deterministic forecasts, neglecting possibly important information about uncertainty. A more complete picture of...
Persistent link: https://www.econbiz.de/10010358450
As a solution to the longevity risks in annuity business we consider securitizations which transfer the risks to the financial markets. We apply the classical Lee-Carter model to generate the future stochastic survival distribution. We show a method to design the survivor bonds using the...
Persistent link: https://www.econbiz.de/10014210251