Modeling S&P500 returns with GARCH models

This paper provides several estimates of the GARCH models’ parameters for the S&P500 index, based on returns and CBOE VIX. Using a daily sample collected from 2007 to 2022, we can conclude that adding the VIX information improves the estimates of the long-term volatility. By providing an externa...

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Bibliographic Details
Main Authors: Rodrigo Alfaro, Alejandra Inzunza
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Latin American Journal of Central Banking
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666143823000170