Pooled OLS regression/random effect model estimation of performance
| OLS regression | Random effect model | |||
|---|---|---|---|---|
| Variables | Coefficient | P-value | Coefficient | P-value |
| C (constant) | 1.84023 | 0.022** | 2.01911 | 0.009*** |
| CR | 0.28160 | 0.004*** | 0.22145 | 0.018** |
| STDEBT(t – 1) | 0.22114 | 0.001*** | 0.19114 | 0.004*** |
| LTDEBT(t – 1) | 0.38912 | 0.000*** | 0.33412 | 0.000*** |
| CAP(t – 1) | 0.32177 | 0.000*** | 0.27127 | 0.000*** |
| CAPEX(t – 1) | 0.32011 | 0.038** | 0.29103 | 0.000*** |
| LSIZE | −0.18018 | 0.008*** | −0.16237 | 0.014** |
| AGE | 0.09120 | 0.214 | 0.06221 | 0.499 |
| Observations | 804 | 804 | ||
| R2 | 0.75 | R2 | 0.72 | |
| Prob (F-statistic) | 0.000 | Prob (F-statistic) | 0.000 | |
| Random effect model | ||||
|---|---|---|---|---|
| Variables | Coefficient | Coefficient | ||
| C (constant) | 1.84023 | 0.022** | 2.01911 | 0.009 |
| 0.28160 | 0.004 | 0.22145 | 0.018** | |
| 0.22114 | 0.001 | 0.19114 | 0.004 | |
| 0.38912 | 0.000 | 0.33412 | 0.000 | |
| 0.32177 | 0.000 | 0.27127 | 0.000 | |
| 0.32011 | 0.038** | 0.29103 | 0.000 | |
| −0.18018 | 0.008 | −0.16237 | 0.014** | |
| 0.09120 | 0.214 | 0.06221 | 0.499 | |
| Observations | 804 | 804 | ||
| 0.75 | 0.72 | |||
| Prob ( | 0.000 | Prob ( | 0.000 | |
*** and * *represent 1 and 5% significance level, respectively
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