Empirical findings controlling for the public credit provided by BNDES
| Variable/Model | Parameter | (3) | (3b) | (3c) | (3d) |
|---|---|---|---|---|---|
| Infrastructure investment | Long-run | 0.58*** [0.08] | 0.58*** [0.09] | ||
| Short-run | 0.57*** [0.08] | 0.47*** [0.09] | |||
| Public investment | Long-run | 0.52*** [0.16] | 0.45** [0.19] | ||
| Short-run | 0.52*** [0.16] | 0.04 [0.19] | |||
| Demand growth | Long-run | 0.31** [0.12] | 0.33** [0.15] | 0.34 [0.22] | 0.46* [0.23] |
| Short-run | −0.23* [0.12] | 0.53*** [0.09] | 2.36*** [0.22] | 2.42*** [0.23] | |
| Inflation rate | Long-run | −0.01 [0.01] | −0.02* [0.01] | −0.02 [0.02] | −0.03 [0.02] |
| Short-run | 0.004 [0.01] | 0.001 [0.01] | −0.02 [0.02] | 0.004 [0.02] | |
| Terms of trade | Long-run | 0.54*** [0.20] | 0.54** [0.22] | 0.60* [0.32] | 0.67* [0.39] |
| Short-run | 0.27 [0.20] | 0.54** [0.22] | 0.60* [0.32] | 1.14*** [0.39] | |
| Labor cost | Long-run | −0.07 [0.08] | −0.07 [0.10] | −0.13 [0.18] | −0.08 [0.18] |
| Short-run | 0.13 [0.08] | −0.02 [0.10] | −0.13 [0.18] | −0.04 [0.18] | |
| Public credit for manufacturing | Long-run | −0.25 [0.09] | 0.15 [0.17] | ||
| Short-run | −0.09 [0.09] | 0.15 [0.17] | |||
| Public credit for infrastructure | Long-run | −0.04 [0.05] | −0.08 [0.12] | ||
| Short-run | −0.02 [0.05] | −0.08 [0.12] | |||
| Best model (Aic) | (2, 3, 1, 1 1, 3, 1) | (2, 3, 2 1, 0, 2) | (1, 0, 2 0, 0, 0) | (2, 1, 3 1, 2, 2, 3) | |
| BG test (p-value) | 0.81 | 0.93 | 0.42 | 0.61 | |
| Bound F-test | 0.00 | 0.00 | 0.02 | 0.04 | |
| Ect. (p-value) | −0.99*** [0.16] | −0.79*** [0.15] | −0.52*** [0.11] | −0.61*** [0.16] | |
| Variable/Model | (3) | (3b) | (3c) | (3d) | |
|---|---|---|---|---|---|
| Infrastructure investment | 0.58*** [0.08] | 0.58*** [0.09] | |||
| 0.57*** [0.08] | 0.47*** [0.09] | ||||
| Public investment | 0.52*** [0.16] | 0.45** [0.19] | |||
| 0.52*** [0.16] | 0.04 [0.19] | ||||
| Demand growth | 0.31** [0.12] | 0.33** [0.15] | 0.34 [0.22] | 0.46* [0.23] | |
| −0.23* [0.12] | 0.53*** [0.09] | 2.36*** [0.22] | 2.42*** [0.23] | ||
| Inflation rate | −0.01 [0.01] | −0.02* [0.01] | −0.02 [0.02] | −0.03 [0.02] | |
| 0.004 [0.01] | 0.001 [0.01] | −0.02 [0.02] | 0.004 [0.02] | ||
| Terms of trade | 0.54*** [0.20] | 0.54** [0.22] | 0.60* [0.32] | 0.67* [0.39] | |
| 0.27 [0.20] | 0.54** [0.22] | 0.60* [0.32] | 1.14*** [0.39] | ||
| Labor cost | −0.07 [0.08] | −0.07 [0.10] | −0.13 [0.18] | −0.08 [0.18] | |
| 0.13 [0.08] | −0.02 [0.10] | −0.13 [0.18] | −0.04 [0.18] | ||
| Public credit for manufacturing | −0.25 [0.09] | 0.15 [0.17] | |||
| −0.09 [0.09] | 0.15 [0.17] | ||||
| Public credit for infrastructure | −0.04 [0.05] | −0.08 [0.12] | |||
| −0.02 [0.05] | −0.08 [0.12] | ||||
| Best model (Aic) | (2, 3, 1, 1 | (2, 3, 2 | (1, 0, 2 | (2, 1, 3 | |
| BG test (p-value) | 0.81 | 0.93 | 0.42 | 0.61 | |
| Bound | 0.00 | 0.00 | 0.02 | 0.04 | |
| Ect. ( | −0.99*** [0.16] | −0.79*** [0.15] | −0.52*** [0.11] | −0.61*** [0.16] | |
Note(s): (a) Standard errors are in brackets; (b) regressions were performed with the introduction of a time trend; (c) the intercept and trend parameters are not presented due to limited space, but are available upon request; (d) *, ** and *** mean, respectively, statically significant at 10, 5 and 1% and (e) the lag for each variable utilized in our regressions was determined based on the Akaike information criterion (AIC)
Source(s): Table by authors
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