Regression analysis on tax audit and tax productivity in Lagos State Nigeria
| Logit model | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | SE | t-Stat. | p-value | |
| Const | 7.11604 | 0.573092 | 12.4169 | <0.00001 | *** |
| FIDAUD | 0.459339 | 0.122421 | 3.7521 | 0.00276 | *** |
| DEKAUD | 0.812875 | 0.138348 | 5.8756 | 0.00008 | *** |
| BAKAUD | 1.31235 | 0.209242 | 6.2719 | 0.00004 | *** |
| Mean dependent var | 25.12919 | SD dependent var | 1.180465 | ||
| Sum squared resid | 0.245085 | SE of regression | 0.142912 | ||
| R2 | 0.988275 | Adjusted R2 | 0.985344 | ||
| F(3, 12) | 1014.146 | p-value(F) | 1.08e-14 | ||
| Log-likelihood | 10.72691 | Akaike criterion | −13.45381 | ||
| Schwarz criterion | −10.36346 | Hannan-Quinn | −13.29556 | ||
| Logit model | |||||
|---|---|---|---|---|---|
| Variable | Coefficient | SE | |||
| Const | 7.11604 | 0.573092 | 12.4169 | <0.00001 | *** |
| FIDAUD | 0.459339 | 0.122421 | 3.7521 | 0.00276 | *** |
| DEKAUD | 0.812875 | 0.138348 | 5.8756 | 0.00008 | *** |
| BAKAUD | 1.31235 | 0.209242 | 6.2719 | 0.00004 | *** |
| Mean dependent var | 25.12919 | SD dependent var | 1.180465 | ||
| Sum squared resid | 0.245085 | SE of regression | 0.142912 | ||
| 0.988275 | Adjusted | 0.985344 | |||
| F(3, 12) | 1014.146 | 1.08e-14 | |||
| Log-likelihood | 10.72691 | Akaike criterion | −13.45381 | ||
| Schwarz criterion | −10.36346 | Hannan-Quinn | −13.29556 | ||
Notes: Model 1: OLS, using observations 2000–2015 (T = 16); Dependent variable: TP (proxied by VAT for FIDINV, PIT for DEKAUD& WHT for BAKAUD) HAC standard errors, bandwidth 1 (Bartlett kernel)