Showing 1 - 10 of 21
order book, using machine learning tools. The applicability of such tools on the options market is currently missing. On an … intraday tick-level dataset of options on an exchange traded fund from the Chinese market, we apply a variety of machine …
Persistent link: https://www.econbiz.de/10014636721
We review two complementary mixture-based clustering approaches for modeling unobserved heterogeneity in an insurance portfolio: the generalized linear mixed cluster-weighted model (CWM) and mixture-based clustering for an ordered stereotype model (OSM). The latter is for modeling of ordinal...
Persistent link: https://www.econbiz.de/10011867387
Banks play a vital role in strengthening the financial system of a country; hence, their survival is decisive for the stability of national economies. Therefore, analyzing the survival probability of the banks is an essential and continuing research activity. However, the current literature...
Persistent link: https://www.econbiz.de/10012292870
proper initial guess. The technique is then applied to concrete market options and the stability of the different approaches …
Persistent link: https://www.econbiz.de/10012015886
This paper proposes a data-driven approach, by means of an Artificial Neural Network (ANN), to value financial options …
Persistent link: https://www.econbiz.de/10012016033
While the main conceptual issue related to deposit insurances is the moral hazard risk, the main technical issue is inaccurate calibration of the implied volatility. This issue can raise the risk of generating an arbitrage. In this paper, first, we discuss that by imposing the no-moral-hazard...
Persistent link: https://www.econbiz.de/10012019237
capital asset pricing model. These models are CAPM's beta, beta replaced by skewness (gamma), CAPM's beta with gamma, downside …
Persistent link: https://www.econbiz.de/10012794199
Mean-variance portfolio optimization is more popular than optimization procedures that employ downside risk measures such as the semivariance, despite the latter being more in line with the preferences of a rational investor. We describe strengths and weaknesses of semivariance and how to...
Persistent link: https://www.econbiz.de/10012203653
This paper presents a welfare analysis of several capital insurance programs in a rational expectation equilibrium setting. We first explicitly characterize the equilibrium of each capital insurance program. Then, we demonstrate that a capital insurance program based on aggregate loss is better...
Persistent link: https://www.econbiz.de/10010199026
Over the last three decades, the world economy has been facing stock market crashes, currency crisis, the dot-com and real estate bubble burst, credit crunch and banking panics. As a response, extreme value theory (EVT) provides a set of ready-made approaches to risk management analysis....
Persistent link: https://www.econbiz.de/10010399734