Table 4. Robust linear regression of Eq. 1. Uncorrected standard errors are reported for comparison only. Last column shows degrees of freedom.
Estimate | Std. Errors | Robust std. errors | t-value | p-value | samples | df | ||
---|---|---|---|---|---|---|---|---|
Q1 | β0 | −176.46 | 14.98 | 15.55 | −11.35 | < 2.2 × 10−16 | 192 | 190 |
β1 | 0.97 | 0.02 | 0.1 | 9.57 | < 2.2 × 10−16 | |||
Q2 | β0 | 35.33 | 12.6 | 12.9 | 2.74 | 0.007 | 192 | 190 |
β1 | 0.27 | 0.05 | 0.09 | 2.89 | 0.004 | |||
Q3 | β0 | −1321.5 | 828.2 | 853 | −1.55 | 0.12 | 192 | 190 |
β1 | 0.83 | 0.05 | 0.1 | 6.25 | 2.7 × 10−9 | |||
Q4 | β0 | −146.3 | 23.2 | 23.7 | −6.2 | 3.8 × 10−9 | 192 | 190 |
β1 | 0.6 | 0.01 | 0.03 | 18.8 | < 2.2 × 10−16 | |||
Q5 | β0 | 6.8 | 14.8 | 15.1 | 0.5 | 0.66 | 188 | 186 |
β1 | 0.4 | 0.04 | 0.1 | 3.72 | 0.0003 | |||
Q6 | β0 | −821 | 103 | 1387 | −0.6 | 0.55 | 188 | 186 |
β1 | 0.46 | 0.02 | 0.03 | 15.3 | < 2 × 10−16 |