Return perspective: standard market model
| Dep. variable: Ri | OLS | OLS | ROBUST | FE |
|---|---|---|---|---|
| RM | 0.72 (2.92)*** | 1.58 (1.88)** | 0.72 (2.90)*** | 0.72 (2.94)*** |
| DUMSECTOR | NO | YES | NO | NO |
| DUMYEAR | NO | YES | NO | NO |
| CONST | 0.044 (2.91)*** | 0.17 (3.08)*** | 0.044 (3.04)*** | 0.044 (2.75)*** |
| R2 P > F RMSE | 0.03 0.003 0.25 | 0.098 0.003 0.247 | 0.03 0.004 0.25 | 0.003 |
| N | 279 | 279 | 279 | 279 |
| Dep. variable: | ||||
|---|---|---|---|---|
| RM | 0.72 (2.92) | 1.58 (1.88) | 0.72 (2.90) | 0.72 (2.94) |
| CONST | 0.044 (2.91) | 0.17 (3.08) | 0.044 (3.04) | 0.044 (2.75) |
| 0.03 | 0.098 | 0.03 | 0.003 | |
| 279 | 279 | 279 | 279 |
Notes:
Standard market model (return model), Ri (equity return), RM (return on market index), DUMSECTOR and DUMYEAR are the dummy variables for sector and year. The model: Ri = α + b1RM + DUMSECTOR + DUMYEAR + ε
p < 0.1;
p < 0.05;
p < 0.01;
It is used when the heteroskedasticity test rejects the null hypothesis that variances are homoscedastic
FE is used based on the Hausman test for choosing between fixed effect and random effect
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