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Implied volatility surface analysis using variational autoencoders
The present work explores the applicability of Variational Autoencoders in the search for a calibrator for implied volatility surfaces. To do this, two data sets provided by a financial entity were analyzed. In the first data set, Amazon, Euro Stoxx 50, S&P 500, Telefónica, and HKD were received. The best result was for the Standard and Poor’s (S&P 500)openaire +1 more source
Modeling and Forecasting Realized Volatility
Econometrica, 2003Torben G Andersen, Tim Bollerslev
exaly
High idiosyncratic volatility and low returns: International and further U.S. evidence
Journal of Financial Economics, 2009Robert J Hodrick +2 more
exaly
Volatility spillover between oil and agricultural commodity markets
Energy Economics, 2013Saban Nazlioglu, Ugur Soytas
exaly
Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle
Journal of Finance, 2015Robert F Stambaugh, Jianfeng Yu, Yu Yuan
exaly
News implied volatility and disaster concerns
Journal of Financial Economics, 2017Asaf Manela, Alan Moreira
exaly

