| Characteristic | Beta | 95% CI1 |
|---|---|---|
| Year | 918 | 28, 1,783 |
| Revenue | 0.22 | 0.13, 0.31 |
| Profit | 19 | 18, 19 |
| Assets | -0.08 | -0.09, -0.07 |
| Employees | 0.07 | 0.04, 0.09 |
| 1 CI = Credible Interval | ||
Model
Model Definition
\[y_i = \beta_0 + \beta_1 x_{1,i} + \beta_2 x_{2,i} + \beta_3 x_{3,i} + \beta_4 x_{4,i} + \beta_5 x_{5,i} + \epsilon_i\]
with \(y = \text{Market Value (\$m)}\), \(x_1 = \text{year}\), \(x_2 = \text{Revenue (\$m)}\), \(x_3 = \text{Profit (\$m)}\), \(x_4 = \text{Assets (\$m)}\), \(x_5 = \text{Employees}\), and \(\epsilon_i \sim N(0, \sigma^2)\).
Model Parameters
Posteriors
