Impulse-response effect of the ISI on the variables of interest
| Steps | ISI | Return | Volatility | |||
|---|---|---|---|---|---|---|
| IRF | FEVD | IRF | FEVD | IRF | FEVD | |
| 1 | 0.0061 | 1.0000 | −0.0012 | 0.0192 | −0.0132 | 0.0437 |
| 2 | 0.0037 | 0.9995 | −0.0001 | 0.0287 | −0.0136 | 0.0423 |
| 3 | 0.0013 | 0.9992 | <0.0000 | 0.0283 | −0.0032 | 0.0421 |
| 4 | 0.0006 | 0.9990 | <0.0001 | 0.0283 | −0.0028 | 0.0414 |
| 5 | 0.0002 | 0.9990 | <0.0000 | 0.0283 | −0.0014 | 0.0410 |
| 6 | 0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0009 | 0.0409 |
| 7 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0005 | 0.0409 |
| 8 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0003 | 0.0408 |
| 9 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0002 | 0.0408 |
| 10 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0001 | 0.0408 |
| Steps | ISI | Return | Volatility | |||
|---|---|---|---|---|---|---|
| IRF | FEVD | IRF | FEVD | IRF | FEVD | |
| 1 | 0.0061 | 1.0000 | −0.0012 | 0.0192 | −0.0132 | 0.0437 |
| 2 | 0.0037 | 0.9995 | −0.0001 | 0.0287 | −0.0136 | 0.0423 |
| 3 | 0.0013 | 0.9992 | <0.0000 | 0.0283 | −0.0032 | 0.0421 |
| 4 | 0.0006 | 0.9990 | <0.0001 | 0.0283 | −0.0028 | 0.0414 |
| 5 | 0.0002 | 0.9990 | <0.0000 | 0.0283 | −0.0014 | 0.0410 |
| 6 | 0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0009 | 0.0409 |
| 7 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0005 | 0.0409 |
| 8 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0003 | 0.0408 |
| 9 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0002 | 0.0408 |
| 10 | <0.0001 | 0.9989 | <0.0001 | 0.0283 | −0.0001 | 0.0408 |
Note(s): ISI is the Twitter Investor Sentiment Index, IRF is the impulse response function, FEVD is forecast error variance decomposition
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.