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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, 2003
Torben G Andersen, Tim Bollerslev
exaly  

High idiosyncratic volatility and low returns: International and further U.S. evidence

Journal of Financial Economics, 2009
Robert J Hodrick   +2 more
exaly  

Volatility spillover between oil and agricultural commodity markets

Energy Economics, 2013
Saban Nazlioglu, Ugur Soytas
exaly  

Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle

Journal of Finance, 2015
Robert F Stambaugh, Jianfeng Yu, Yu Yuan
exaly  

Geopolitical risk and oil volatility: A new insight

Energy Economics, 2019
Yaojie Zhang
exaly  

News implied volatility and disaster concerns

Journal of Financial Economics, 2017
Asaf Manela, Alan Moreira
exaly  

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