Skip to main content
. 2022 Mar 4;110:105821. doi: 10.1016/j.econmod.2022.105821

Table 1.

Statistical results of baseline estimations of the BVAR model.

Country Modela Stats. GDP M2 CPI Unemployment Export Import Total Reserve Exchange Rate
DEU BVAR(1) R-sq.b 0.975 0.996 0.972 0.955 0.279 0.499 0.839
Ljung-Box (Q) 1.088 0.496 0.526 0.743 1.287 1.396 0.019
Prob. (Q)c 0.297 0.481 0.468 0.389 0.257 0.237 0.890
ESP BVAR(1) R-sq. 0.980 0.924 0.996 0.563 0.366 0.963 0.904
Ljung-Box (Q) 0.297 0.266 0.563 4.944 7.632 0.881 0.487
Prob. (Q) 0.586 0.606 0.453 0.026∗∗ 0.006∗∗∗ 0.348 0.485
IDN BVAR(1) R-sq. 0.998 0.989 0.994 0.047 0.296 0.352 0.822
Ljung-Box (Q) 0.004 0.310 0.199 1.771 3.337 0.112 1.097
Prob. (Q) 0.951 0.578 0.656 0.183 0.068∗ 0.738 0.295
IND BVAR(1) R-sq. 0.993 0.933 0.982 −0.054 0.319 0.951 0.918
Ljung-Box (Q) 0.246 4.391 0.012 1.914 0.924 0.852 0.086
Prob. (Q) 0.620 0.036∗∗ 0.913 0.166 0.336 0.356 0.769
MEX BVAR(1) R-sq. 0.983 0.989 0.995 0.103 0.716 0.327 0.968 0.057
Ljung-Box (Q) 0.182 0.637 1.297 2.471 6.511 6.390 0.433 0.658
Prob. (Q) 0.669 0.425 0.255 0.116 0.011∗∗ 0.011∗∗ 0.510 0.417
RUS BVAR(1) R-sq. 0.987 0.992 0.995 0.834 0.623 0.705 0.988 0.915
Ljung-Box (Q) 0.127 3.901 0.465 1.828 2.251 0.262 0.970 0.216
Prob. (Q) 0.721 0.048∗∗ 0.495 0.176 0.134 0.609 0.325 0.642
USA BVAR(1) R-sq. 0.995 0.995 0.986 0.897 0.776 0.728 0.607
Ljung-Box (Q) 0.000 0.041 0.833 1.095 0.110 0.861 0.392
Prob. (Q) 0.996 0.839 0.362 0.295 0.740 0.354 0.531

Notes.

a

Models are selected by BIC criteria.

b

R-sq. (R-squared) represents the goodness-of-fit of the BVAR model on each economic indicator.

c

Ljung-Box (Q) statistics and the significance test results. ∗∗∗, ∗∗, and ∗ indicate rejection at the 1%, 5%, and 10% significance level, respectively. The hypothesis that the residuals are independent is rejected when the LBQ test result is significant.