Unbiasing and robustifying implied volatility calibration in a cryptocurrency market with large bid-ask spreads and missing quotes
Pricing of Securities
2022-07-08 v1 Methodology
Abstract
We design a novel calibration procedure that is designed to handle the specific characteristics of options on cryptocurrency markets, namely large bid-ask spreads and the possibility of missing or incoherent prices in the considered data sets. We show that this calibration procedure is significantly more robust and accurate than the standard one based on trade and mid-prices.
Keywords
Cite
@article{arxiv.2207.02989,
title = {Unbiasing and robustifying implied volatility calibration in a cryptocurrency market with large bid-ask spreads and missing quotes},
author = {Mnacho Echenim and Emmanuel Gobet and Anne-Claire Maurice},
journal= {arXiv preprint arXiv:2207.02989},
year = {2022}
}
Comments
36 pages, 39 figures