Modeling Symmetric and Asymmetric Volatility in the Indian Stock Market
Material type: TextDescription: 21-36 pSubject(s): In: GILANI,S. INDIAN JOURNAL OF FINANCESummary: The term leverage effect refers to the observed relationship between an asset's volatility to be negatively correlated with the asset's returns. The study intended to find whether the volatility tendency increased when the stock markets experienced a fall and attempted to explore the heteroskedastic behavior of Indian equity market stocks by using the GARCH family models to examine the leverage effect that explained the asymmetric volatility of the automobile stocks listed on the NSE (National Stock Exchange). It attempted to find the effects of good and bad news on volatility in the Indian stock market during the extensive and crucial periods from April 24, 2003 to September 7, 2015, when the equity markets experienced three bull and three bear phases. The study used three different volatility estimators from the return series data of the selected stocks of NSE to account for the robustness in the analysis. The standard GARCH models were applied to study whether there was volatility during the study period ; hence, asymmetric volatility models, that is, EGARCH and TGARCH were employed to find out the leverage effect. The study reported an evidence of volatility, which exhibited the clustering and persistence of stocks. The return series of the stocks selected for the study were found to react on the good and bad news asymmetrically. The negative shocks to these stocks exhibited more volatility than the positive shocks of the same magnitude.Item type | Current library | Call number | Vol info | Status | Notes | Date due | Barcode | Item holds | |
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Journal Article | Main Library | Vol 12, Issue 11/ 5559618JA2 (Browse shelf(Opens below)) | Available | 5559618JA2 | |||||
Journals and Periodicals | Main Library On Display | JRNL/FIN/Vol 12, Issue 11/5559618 (Browse shelf(Opens below)) | Vol 12, Issue 11 (01/11/2018) | Not for loan | November, 2018 | 5559618 |
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Vol 12, Issue 10/ 5559510JA3 Perceived Status of CFR Practices Among Investors and Managerial Employees | Vol 12, Issue 10/ 5559510JA4 Stock Split Announcements and Their Impact on Shareholders' Wealth : A Study on the Indian Stock Market | Vol 12, Issue 11/ 5559618JA1 Evaluation of the Impact of IND AS 113 Fair Value Measurement on Financial Statements | Vol 12, Issue 11/ 5559618JA2 Modeling Symmetric and Asymmetric Volatility in the Indian Stock Market | Vol 12, Issue 11/ 5559618JA3 GST in India : Performance of Companies After One - Year of Roll Out | Vol 12, Issue 11/ 5559618JA4 A VECM Approach to Explain Dynamic Alliance Between Stock Markets | Vol 12, Issue 12/ 5559855JA2 An Analysis of Activity Based Costing Practices in Selected Manufacturing Units in India |
The term leverage effect refers to the observed relationship between an asset's volatility to be negatively correlated with the asset's returns. The study intended to find whether the volatility tendency increased when the stock markets experienced a fall and attempted to explore the heteroskedastic behavior of Indian equity market stocks by using the GARCH family models to examine the leverage effect that explained the asymmetric volatility of the automobile stocks listed on the NSE (National Stock Exchange). It attempted to find the effects of good and bad news on volatility in the Indian stock market during the extensive and crucial periods from April 24, 2003 to September 7, 2015, when the equity markets experienced three bull and three bear phases. The study used three different volatility estimators from the return series data of the selected stocks of NSE to account for the robustness in the analysis. The standard GARCH models were applied to study whether there was volatility during the study period ; hence, asymmetric volatility models, that is, EGARCH and TGARCH were employed to find out the leverage effect. The study reported an evidence of volatility, which exhibited the clustering and persistence of stocks. The return series of the stocks selected for the study were found to react on the good and bad news asymmetrically. The negative shocks to these stocks exhibited more volatility than the positive shocks of the same magnitude.
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