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FINANCIAL ECONOMICS

Stylized patterns in implied volatility indices and stock market returns: A cross country analysis across developed and emerging markets

& | (Reviewing editor)
Article: 1723185 | Received 15 Aug 2019, Accepted 06 Dec 2019, Published online: 06 Feb 2020

Figures & data

Table 1. This table shows the countries used in this study along with respective market indices, VIX, a proxy for risk-free rate considered for each

Table 2. The table shows the total number of observations, observations during the bull months taken together and that during the bear months taken together. Bull and bear months are defined based on three classification approaches as detailed in the text. Here we provide the information for only one of them (Bhardwaj and Brooks,1993 for the sake of brevity). The period chosen for each country is 2013 to 2019 which is approximately 1250 daily observations for each country. However, we use a common time length for each country, hence only the intersection of trading days across each country is used which comes out to be 1000

Table 3. Correlation coefficients between Return and VIX

Table 4. This table shows the pooled regression results based on the following model (on 1% winsorized sample)

Table 5. TGARCH analysis for asymmetry

Table 6. Granger causality test results

Table 7. Robustness test 1: Regression models on alternate bull-bear classification schemes

Table 8. Robustness test 2: Regression models on 5% winsorized sample

Table 9. Robustness test 1: Causality tests with alternate approaches for bull-bear market classification

Table 10. Robustness test 2: Causality tests with 5% winsorized sample

Table 11. TGARCH Analysis for Asymmetry Winsorized

Table 12. Asymmetry analysis Countrywise

Table 13. Asymmetry analysis Countrywise Bull

Table 14. Asymmetry analysis countrywise bear

Table 15. Causality analysis country wise

Table 16. Causality analysis country wise