Results of the GARCH-M model
| Index | Constant(µ) | Risk premium(λ) | Constant(c) | α (ARCH term) | β (GARCH term) | Persistence(α+β) | ARCH-LM |
|---|---|---|---|---|---|---|---|
| State Bank of India | −0.001719 | 0.010171 | 0.250934* | 0.125177* | 0.830102* | 0.955279 | 0.217747 |
| Punjab National Bank | −0.014557 | 0.002723 | 0.793341* | 0.150460* | 0.745075* | 0.895535 | 0.53635 |
| Bank of Baroda | 0.060219 | −0.001727 | 0.449975* | 0.109657* | 0.830456* | 0.940113 | 0.33923 |
| Canara Bank | −0.06048 | 0.012171 | 0.470986* | 0.101236* | 0.839265* | 0.940501 | 0.081789 |
| Central Bank of India | 0.041364 | −0.009439 | 2.653845* | 0.295932* | 0.391694* | 0.687626 | 0.207207 |
| Indian Overseas Bank | −0.07867 | 0.00641 | 0.929039* | 0.200356* | 0.684475* | 0.884831 | 0.140094 |
| Indian Bank | −0.131036 | 0.017979 | 0.638114* | 0.085080* | 0.841077* | 0.926157 | 1.160795 |
| Uco Bank | 0.091908 | −0.014413 | 1.342456* | 0.225108* | 0.619167* | 0.844275 | 0.011404 |
| Union Bank | −0.176515 | 0.023506 | 0.896702* | 0.121714* | 0.768826* | 0.89054 | 0.203715 |
| Bank of Maharashtra | 0.048716 | −0.011917 | 1.003443* | 0.149214* | 0.687455* | 0.836669 | 0.323274 |
| HDFC Bank | 0.00082 | −0.10542 | 3.46E−06 | 0.060224 | 0.925398 | 0.985622 | 0.83979 |
| ICICI Bank | 0.000686 | 0.678298 | 7.57E−06* | 0.083183* | 0.903645* | 0.986828 | 0.001076 |
| AXIS Bank | 0.000512 | 0.908044 | 9.53E−06 | 0.076616* | 0.905255* | 0.981871 | 0.02139 |
| City Bank | 0.00082 | −0.00313 | 0.0268* | 0.023765* | 0.97056* | 0.994291 | 4.882645 |
| Federal Bank | −0.00054 | 2.463986 | 2.26E−05* | 0.064361* | 0.892898* | 0.957259 | 1.622033 |
| IndusInd Bank | 0.001252* | 0.20311 | 6.94E−06* | 0.094624* | 0.896886* | 0.99151 | 1.262858 |
| Kotak Mahindra Bank | 0.000565 | 0.658386 | 5.07E−06* | 0.066877* | 0.919121* | 0.985998 | 1.693066 |
| Index | Constant(µ) | Risk premium(λ) | Constant(c) | α (ARCH term) | β (GARCH term) | Persistence(α+β) | ARCH-LM |
|---|---|---|---|---|---|---|---|
| State Bank of India | −0.001719 | 0.010171 | 0.250934* | 0.125177* | 0.830102* | 0.955279 | 0.217747 |
| Punjab National Bank | −0.014557 | 0.002723 | 0.793341* | 0.150460* | 0.745075* | 0.895535 | 0.53635 |
| Bank of Baroda | 0.060219 | −0.001727 | 0.449975* | 0.109657* | 0.830456* | 0.940113 | 0.33923 |
| Canara Bank | −0.06048 | 0.012171 | 0.470986* | 0.101236* | 0.839265* | 0.940501 | 0.081789 |
| Central Bank of India | 0.041364 | −0.009439 | 2.653845* | 0.295932* | 0.391694* | 0.687626 | 0.207207 |
| Indian Overseas Bank | −0.07867 | 0.00641 | 0.929039* | 0.200356* | 0.684475* | 0.884831 | 0.140094 |
| Indian Bank | −0.131036 | 0.017979 | 0.638114* | 0.085080* | 0.841077* | 0.926157 | 1.160795 |
| Uco Bank | 0.091908 | −0.014413 | 1.342456* | 0.225108* | 0.619167* | 0.844275 | 0.011404 |
| Union Bank | −0.176515 | 0.023506 | 0.896702* | 0.121714* | 0.768826* | 0.89054 | 0.203715 |
| Bank of Maharashtra | 0.048716 | −0.011917 | 1.003443* | 0.149214* | 0.687455* | 0.836669 | 0.323274 |
| HDFC Bank | 0.00082 | −0.10542 | 3.46E−06 | 0.060224 | 0.925398 | 0.985622 | 0.83979 |
| ICICI Bank | 0.000686 | 0.678298 | 7.57E−06* | 0.083183* | 0.903645* | 0.986828 | 0.001076 |
| AXIS Bank | 0.000512 | 0.908044 | 9.53E−06 | 0.076616* | 0.905255* | 0.981871 | 0.02139 |
| City Bank | 0.00082 | −0.00313 | 0.0268* | 0.023765* | 0.97056* | 0.994291 | 4.882645 |
| Federal Bank | −0.00054 | 2.463986 | 2.26E−05* | 0.064361* | 0.892898* | 0.957259 | 1.622033 |
| IndusInd Bank | 0.001252* | 0.20311 | 6.94E−06* | 0.094624* | 0.896886* | 0.99151 | 1.262858 |
| Kotak Mahindra Bank | 0.000565 | 0.658386 | 5.07E−06* | 0.066877* | 0.919121* | 0.985998 | 1.693066 |
Note(s): *, ** and *** represents p-value <1%, 5% and 10% respectively
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