RAS Social ScienceЭкономика и математические методы Economics and the Mathematical Methods

  • ISSN (Print) 0424-7388
  • ISSN (Online) 3034-6177

CONSTRUCTION OF A HEDGE RATIO FOR MARKETABLE RUSSIAN STOCKS BASED ON GARCH CLASS MODELS

PII
S042473880000616-6-1
DOI
10.7868/S0000616-6-1
Publication type
Article
Status
Published
Authors
Volume/ Edition
Volume 50 / Issue 1
Pages
37-54
Abstract

In the paper we propose an original method for constructing a dynamic hedging strategy based on multivariate GARCH models for the marketability of the Russian stocks. Hedging instruments include stock futures. The method provides a calculation of dynamic hedge ratios instead of the traditional method of ordinary least squares (OLS), which determines the constant hedge ratio. Analysis of spot and futures Russian markets showed that 1) it is the dynamics of the futures market that affects the behavior of the stocks’ prices, 2) for all pairs of stock-futures there is no asymmetry in the conditional correlation of returns, 3) there is an asymmetry in the conditional volatility, and 4) GARCH class models allow to construct a method of calculating hedging ratio for portfolio with the best characteristics of “risk-return” profile.

Keywords
hedging strategy, hedge ratio, hedging effectiveness ratio, dynamic correlation, asymmetric volatility, stocks and futures for them, multivariate GARCH
Date of publication
01.01.2014
Year of publication
2014
Number of purchasers
1
Views
848

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At the Ministry of Education and Science of the Russian Federation

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Scientific Electronic Library