Table 4 The results of regression analysis for the top 30 publicly traded e-commerce companies in 2021.
Regression statistics | ||||||
|---|---|---|---|---|---|---|
Multiple R | 0.6662 | |||||
R-squared | 0.4438 | |||||
Normalized R-squared | 0.4239 | |||||
Standard error | 2.7502 | |||||
Observations | 30 | |||||
Variance analysis | ||||||
df | SS | MS | F | Significance of F | ||
Regression | 1 | 168.9632 | 168.9632 | 22.3387 | 5.85919*10−5 | |
Balance | 28 | 211.7831 | 7.5637 | |||
Total | 29 | 380.7463 | ||||
Regression coefficients | ||||||
Coefficients | Standard error | t-statistics | P-value | Lower 95% | Upper 95% | |
Y-crossing | −0.1903 | 0.5144 | −0.3700 | 0.7141 | −1.2440 | 0.8633 |
emp | 8.7*10−6 | 1.8*10−6 | 4.7264 | 5.9*10−5 | 4.93965*10−6 | 1.2*10−5 |