Applied Financial Economics · 2004 · 57 citations · 45 references
BusinessFinanceRisk ManagementEconometricsFinancial EconometricsFinancial EconomicsDerivatives Risk ManagementFinancial RiskFutures MarketsHedgingMarket RiskVolatility ModelingEconometric Forecast ModelsEconometric Forecasting ModelsEquity Index FuturesFutures Contract HedgingHedge Ratio EstimationHeteroscedasticity ModelingStock FuturesStock Index Futures
This paper examines hedging in Greek stock index futures market. The focus is on various techniques to estimate constant or time-varying hedge ratios. For both available stock index futures contracts of the Athens Derivatives Exchange (ADEX), a variety of econometric models are employed to derive and estimate underlying hedge ratios. Standard OLS regressions, simple and vector error correction models, as well as multivariate generalized autoregressive heteroscedasticity (M-GARCH) models are employed to estimate corresponding hedge ratios that can be employed in hedging (viewed as risk management). In both cases for Greek stock index futures, M-GARCH models (capturing time-variation) provide best hedging ratios, in line with similar findings in the literature. These models are strongly recommended to risk managers dealing with Greek stock index futures.
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American Economic Review · 2013 · 15.2K citations
Multivariate Simultaneous Generalized ARCH
Robert F. Engle, Kenneth F. Kroner · Econometric Theory · 1995 · 4.6K citations