Showing 1 - 10 of 253
framework is model-free and allows for stresses on the output such as (a) the mean and variance, (b) any distortion risk measure … including the Value-at-Risk and Expected-Shortfall, and (c) expected utility type constraints, thus making the reverse … sensitivity analysis framework suitable for risk models. …
Persistent link: https://www.econbiz.de/10013364877
the impact of major risk factors on the response variables, such as claim frequency or claim severity. In this work, we … consider the modelling problems of how claim counts, claim amounts and average loss per claim are related to major risk factors … dominant risk factors are identified. The contribution of this work is in making advanced mathematical models possible for …
Persistent link: https://www.econbiz.de/10012598958
As the complexity of banking technology systems increases, the prevention of technological risk becomes an endless … for technological risk management, which does not effectively reduce the frequency of technology-related incidents …. Through an analysis of mainstream risk management models, this study proposes a technology-based risk assessment system based …
Persistent link: https://www.econbiz.de/10014497394
We introduce a neural network approach for assessing the risk of a portfolio of assets and liabilities over a given … value-at-risk and expected shortfall, but the approach also works for other risk measures. …
Persistent link: https://www.econbiz.de/10012203982
This paper features an analysis of major currency exchange rate movements in relation to the US dollar, as constituted in US dollar terms. Euro, British pound, Chinese yuan, and Japanese yen are modelled using a variety of non-linear models, including smooth transition regression models,...
Persistent link: https://www.econbiz.de/10011443686
We compare parametric and machine learning techniques (namely: Neural Networks) for in-sample modeling of the yield curve of the BRICS countries (Brazil, Russia, India, China, South Africa). To such aim, we applied the Dynamic De Rezende-Ferreira five-factor model with time-varying decay...
Persistent link: https://www.econbiz.de/10013093028
retirement years, mostly betting on stocks or indexes with low risk/low volatility. However, every stock-based investment … portfolio has an inherent risk to lose money through negative progression and crash. This study presents a novel technique to …
Persistent link: https://www.econbiz.de/10013093037
We propose an accurate data-driven numerical scheme to solve stochastic differential equations (SDEs), by taking large time steps. The SDE discretization is built up by means of the polynomial chaos expansion method, on the basis of accurately determined stochastic collocation (SC) points. By...
Persistent link: https://www.econbiz.de/10013093086
The risk-based capital (RBC) ratio, an insurance company's financial soundness system, evaluates the capital adequacy …
Persistent link: https://www.econbiz.de/10012805414
In the face of rising defaults and limited studies on the prediction of financial distress in Morocco, this article aims to determine the most relevant predictors of financial distress and identify its optimal prediction models in a normal Moroccan economic context over two years. To achieve...
Persistent link: https://www.econbiz.de/10012704037