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ЖУРНАЛЫ // Theory of Stochastic Processes // Архив

Theory Stoch. Process., 2018, том 23(39), выпуск 2, страницы 1–6 (Mi thsp289)

Value at risk forecasting of gold price: a comparison between the GARCH and LST-GARCH models

N. Alemohammad

Department of Mathematics and Computer Science, Shahed University, Tehran, Iran

Аннотация: Value at risk is one of the most important measure in finance. This paper evaluates the value at risk forecasting performance of the GARCH and logistic smooth transition GARCH (LST-GARCH) models for the gold markets. The LST-GARCH model is capable to react differently to positive and negative shocks in financial time series. The results show that the LST-GARCH structure provides the more adequate value at risk forecasts relative to the GARCH model.

Ключевые слова: Forecasting, Smooth transition GARCH, Leverage effect, Value at Risk.

MSC: 62M10; 91B84

Язык публикации: английский



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