From: S&P BSE Sensex and S&P BSE IT return forecasting using ARIMA
 |  | Sensex Returns | IT Returns | ||
---|---|---|---|---|---|
 | Test eq. (TE) | t-Statistic / LM stat | Prob. | t-Statistic / LM stat | Prob. |
ADF test | TE1 & TE2 t-stat | −48.57a | 0.0001 | −39.14a | 0.0000 |
TE1_intercept | 1.09 | 0.2 | 0.9 | 0.3 | |
TE2_ Intercept | 0.169 | 0.8 | −0.2 | 0.8 | |
TE2 _Trend | 0.4366 | 0.6 | 0.7 | 0.4 | |
TE3 | −48.56a | 0.0001 | −39.13a | 0.000 | |
PP test | TE1 & TE2 t-stat | −48.57 | 0.0001 | −51.06 | 0.0001 |
TE1_intercept | 1.09 | 0.2 | 0.82 | 0.41 | |
TE2_ Intercept | 0.169 | 0.8 | −0.23 | 0.83 | |
TE2 _Trend | 0.43 | 0.6 | 0.74 | 0.45 | |
TE3 | −48.56a | 0.0001 | −51.05a | 0.0001 | |
KPSS LM Stat | TE1_LM stat | 0.052 | Â | 0.153 | Â |
TE1_intercept | 1.18 | 0.25 | 0.86 | 0.388 | |
TE2_LM stat | 0.033 | Â | 0.110 | Â | |
TE2_ Intercept | 0.19 | 0.83 | −0.20 | 0.83 | |
TE2 _Trend | 0.45 | 0.64 | 0.73 | 0.46 |