Risk Measurement in Value at Risk (VaR): Application of Levy GARCH models (Study of Chemical industries in Tehran Stock Exchange)

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Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
Given that investing in the stock market is associated with risk, measuring it is one of the most important issues for investors. The present study measures risk measurement by the measure of risk. In this study, the value at risk, using the GARCH, APARCH and GJR models with normal distributions, T-stents, T-stents, strings and strings, including string distributions; the reverse distribution of normal GIG (NIG) and generalized hyperbolic distribution (GHyp) is estimated. In this study, to measure risk, the efficiency of Tehran Stock Exchange index in chemical industries and total index has been used. The time period in this study includes a seven-year period with a daily frequency during the period of 05/01/1392 to 28/12/1398. The results showed that the Garc models were more accurate with the Levy distribution, and among the Garc models, the GJR model was more accurate, considering the Lou distribution and the Skewed-t distribution used among the other models.
Language:
Persian
Published:
Financial Knowledge of Securities Analysis, Volume:14 Issue: 49, 2021
Pages:
19 to 40
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