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Data Analysis and Related Applications, Volume 1: Computational, Algorithmic and Applied Economic Data Analysis ; 9:135-148, 2022.
Article in English | Scopus | ID: covidwho-2294299

ABSTRACT

The Gatheral model is a three factor model with mean-reverting stochastic volatility that reverts to a stochastic long run mean. This chapter reviews previous analytical results on the first and second order implied volatility expansions under this model. Using the Monte Carlo simulation as the benchmark method, numerical studies are conducted to investigate the accuracy and properties of these analytical expansions. The classical Black-Scholes option pricing model assumes that the underlying asset follows a geometric Brownian motion with constant volatility. The chapter discusses partial calibration procedure is proposed and synthetic and real data calibration. If a full calibration is desired, we can use the results from the partial calibration as inputs for the final local optimization over all model parameters. In implementing the calibration procedure, the effect of the Covid-19 pandemic on the model calibration is high. © ISTE Ltd 2022.

2.
2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves ; 2020.
Article in English | Web of Science | ID: covidwho-1324947

ABSTRACT

Highly effective treatment of patients with pulmonary pathologies, including pathology caused by a new type of coronavirus infection, is demonstrated, using terahertz (THz) irradiation from a silicon nanosandwich structure (SNS) that is caused by the quantum Faraday effect under the stabilized drain-source current conditions. It was shown that the early (on the first day) use of the THz irradiation made it possible to reduce the patient's stay in the intensive care unit as well as the duration of the patient's intubation and mechanical ventilation, to reduce the radiological and pharmacological load on the patient, and increase the chances of a favorable prognosis in patients with risk factors.

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