Descriptive statistic and diagnostic test
| Mean | Median | Maximum | Minimum | SD | Skewness | Kurtosis | Obs. | |
|---|---|---|---|---|---|---|---|---|
| Panel A: Descriptive statistic | ||||||||
| Sensex | 0.0611 | 0.0803 | 15.9899 | −33.0835 | 1.5920 | −1.3949 | 39.281 | 6342 |
| Nifty 50 | 0.0652 | 0.0811 | 0.1633 | −0.1305 | 0.0150 | 0.0405 | 11.950 | 6222 |
| Panel B: Diagnostic test | ||||||||
| Jarque–Bera | JB probability | ADF | KPSS | ARCH LM | Correlation test: | Q (20) | Q2 (20) | |
| Sensex | 17379.44 | 0.00 | −14.77* | 0.144 | 477.90* | 50.52* | 94.89* | 3699.9 |
| Nifty 50 | 20770.13 | 0.00 | −14.92* | 0.121 | 493.12* | 89.375* | 148.7* | 3001.7 |
| Mean | Median | Maximum | Minimum | SD | Skewness | Kurtosis | Obs. | |
|---|---|---|---|---|---|---|---|---|
| Sensex | 0.0611 | 0.0803 | 15.9899 | −33.0835 | 1.5920 | −1.3949 | 39.281 | 6342 |
| Nifty 50 | 0.0652 | 0.0811 | 0.1633 | −0.1305 | 0.0150 | 0.0405 | 11.950 | 6222 |
| Jarque–Bera | JB probability | ADF | KPSS | ARCH LM | Correlation test: | Q (20) | Q2 (20) | |
| Sensex | 17379.44 | 0.00 | −14.77 | 0.144 | 477.90 | 50.52 | 94.89 | 3699.9 |
| Nifty 50 | 20770.13 | 0.00 | −14.92 | 0.121 | 493.12 | 89.375 | 148.7 | 3001.7 |
Notes: This table represents summary statistics of the daily returns of seven Asian stock indices (Dhaka stock exchange, Hong Kong stock exchange, Nepal stock exchange, Karachi stock exchange, Colombo stock exchange, Bombay stock exchange and National stock exchange). Panel B comprises a goodness of fitness test using JB test, tests for stationarity of augmented Dickey–Fuller (ADF) and Kwiatkowski Phillips Schmidt Shin (KPSS). A residual heteroscedasticity test with the ARCH LM test, a serial correlation test with the Breusch-Godfrey serial LM test, autocorrelation test of Ljung-Box Q-square statistics up to lag 20. *, ** and ***represent the value that is significant at 1, 5 and 10% levels, respectively
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