Article XII.
ANNEXES
ANNEXE 1 : DONNÉES 
 
| 
   
 | 
 VTCH 
 | 
 TINF 
 | 
 TD 
 | 
 VRC 
 | 
 VMM 
 | 
 
| 
 2013M01 
 | 
 0.2 
 | 
 0.07 
 | 
 4.00 
 | 
 -0.02 
 | 
 0.29 
 | 
 
| 
 2013M02 
 | 
 0.2 
 | 
 0.07 
 | 
 4.00 
 | 
 -0.37 
 | 
 -0.40 
 | 
 
| 
 2013M03 
 | 
 0.0 
 | 
 0.06 
 | 
 4.00 
 | 
 4.93 
 | 
 8.81 
 | 
 
| 
 2013M04 
 | 
 0.0 
 | 
 0.08 
 | 
 4.00 
 | 
 0.94 
 | 
 -0.48 
 | 
 
| 
 2013M05 
 | 
 0.0 
 | 
 0.12 
 | 
 4.00 
 | 
 -4.51 
 | 
 -0.39 
 | 
 
| 
 2013M06 
 | 
 0.3 
 | 
 0.08 
 | 
 4.00 
 | 
 -1.21 
 | 
 1.23 
 | 
 
| 
 2013M07 
 | 
 0.1 
 | 
 0.11 
 | 
 4.00 
 | 
 -0.20 
 | 
 1.36 
 | 
 
| 
 2013M08 
 | 
 0.3 
 | 
 0.08 
 | 
 4.00 
 | 
 0.78 
 | 
 5.68 
 | 
 
| 
 2013M09 
 | 
 0.3 
 | 
 0.09 
 | 
 4.00 
 | 
 4.24 
 | 
 -2.05 
 | 
 
| 
 2013M10 
 | 
 0.6 
 | 
 0.12 
 | 
 3.00 
 | 
 -1.20 
 | 
 2.16 
 | 
 
| 
 2013M11 
 | 
 0.4 
 | 
 0.08 
 | 
 2.00 
 | 
 -0.49 
 | 
 2.26 
 | 
 
| 
 2013M12 
 | 
 0.5 
 | 
 0.12 
 | 
 2.00 
 | 
 4.10 
 | 
 1.68 
 | 
 
| 
 2014M01 
 | 
 0.1 
 | 
 0.15 
 | 
 2.00 
 | 
 2.22 
 | 
 0.99 
 | 
 
| 
 2014M02 
 | 
 0.2 
 | 
 0.11 
 | 
 2.00 
 | 
 -0.05 
 | 
 0.34 
 | 
 
| 
 2014M03 
 | 
 0.0 
 | 
 0.09 
 | 
 2.00 
 | 
 5.40 
 | 
 4.19 
 | 
 
| 
 2014M04 
 | 
 0.3 
 | 
 0.09 
 | 
 2.00 
 | 
 -2.76 
 | 
 -0.27 
 | 
 
| 
 2014M05 
 | 
 0.0 
 | 
 0.12 
 | 
 2.00 
 | 
 0.08 
 | 
 2.58 
 | 
 
| 
 2014M06 
 | 
 0.0 
 | 
 0.07 
 | 
 2.00 
 | 
 -4.93 
 | 
 1.23 
 | 
 
| 
 2014M07 
 | 
 0.1 
 | 
 0.13 
 | 
 2.00 
 | 
 1.06 
 | 
 0.10 
 | 
 
| 
 2014M08 
 | 
 0.0 
 | 
 0.09 
 | 
 2.00 
 | 
 0.22 
 | 
 1.94 
 | 
 
| 
 2014M09 
 | 
 0.1 
 | 
 0.12 
 | 
 2.00 
 | 
 -2.09 
 | 
 -0.72 
 | 
 
| 
 2014M10 
 | 
 0.2 
 | 
 0.11 
 | 
 2.00 
 | 
 -0.49 
 | 
 2.07 
 | 
 
| 
 2014M11 
 | 
 0.1 
 | 
 0.08 
 | 
 2.00 
 | 
 -0.31 
 | 
 -0.18 
 | 
 
| 
 2014M12 
 | 
 0.2 
 | 
 0.09 
 | 
 2.00 
 | 
 -3.88 
 | 
 1.64 
 | 
 
| 
 2015M01 
 | 
 0.1 
 | 
 0.13 
 | 
 2.00 
 | 
 6.51 
 | 
 2.67 
 | 
 
| 
 2015M02 
 | 
 0.2 
 | 
 0.10 
 | 
 2.00 
 | 
 -0.99 
 | 
 0.79 
 | 
 
| 
 2015M03 
 | 
 0.0 
 | 
 0.10 
 | 
 2.00 
 | 
 -2.20 
 | 
 0.17 
 | 
 
| 
 2015M04 
 | 
 0.0 
 | 
 0.14 
 | 
 2.00 
 | 
 1.10 
 | 
 0.41 
 | 
 
| 
 2015M05 
 | 
 0.1 
 | 
 0.11 
 | 
 2.00 
 | 
 -3.73 
 | 
 3.02 
 | 
 
| 
 2015M06 
 | 
 0.0 
 | 
 0.11 
 | 
 2.00 
 | 
 -3.22 
 | 
 1.92 
 | 
 
| 
 2015M07 
 | 
 0.0 
 | 
 0.13 
 | 
 2.00 
 | 
 2.59 
 | 
 -0.90 
 | 
 
| 
 2015M08 
 | 
 0.0 
 | 
 0.15 
 | 
 2.00 
 | 
 -3.64 
 | 
 -1.56 
 | 
 
| 
 2015M09 
 | 
 0.1 
 | 
 0.21 
 | 
 2.00 
 | 
 -6.11 
 | 
 0.15 
 | 
 
| 
 2015M10 
 | 
 0.1 
 | 
 0.14 
 | 
 2.00 
 | 
 -2.58 
 | 
 -1.79 
 | 
 
| 
 2015M11 
 | 
 0.0 
 | 
 0.11 
 | 
 2.00 
 | 
 2.20 
 | 
 1.80 
 | 
 
| 
 2015M12 
 | 
 0.2 
 | 
 0.16 
 | 
 2.00 
 | 
 -4.90 
 | 
 1.80 
 | 
 
| 
 2016M01 
 | 
 0.5 
 | 
 0.10 
 | 
 2.00 
 | 
 -2.56 
 | 
 -4.51 
 | 
 
| 
 2016M02 
 | 
 0.4 
 | 
 0.12 
 | 
 2.00 
 | 
 -3.54 
 | 
 3.72 
 | 
 
| 
 2016M03 
 | 
 0.7 
 | 
 0.15 
 | 
 2.00 
 | 
 -3.28 
 | 
 -1.27 
 | 
 
| 
 2016M04 
 | 
 2.1 
 | 
 0.18 
 | 
 2.00 
 | 
 -6.52 
 | 
 -0.99 
 | 
 
| 
 2016M05 
 | 
 0.9 
 | 
 0.19 
 | 
 2.00 
 | 
 -1.21 
 | 
 -0.24 
 | 
 
| 
 2016M06 
 | 
 2.5 
 | 
 0.91 
 | 
 2.00 
 | 
 -8.04 
 | 
 1.77 
 | 
 
| 
 2016M07 
 | 
 4.9 
 | 
 2.01 
 | 
 2.00 
 | 
 -5.80 
 | 
 0.07 
 | 
 
| 
 2016M08 
 | 
 1.5 
 | 
 0.67 
 | 
 2.00 
 | 
 -2.15 
 | 
 -0.50 
 | 
 
| 
 2016M09 
 | 
 10.8 
 | 
 0.62 
 | 
 7.00 
 | 
 -7.20 
 | 
 1.22 
 | 
 
| 
 2016M10 
 | 
 2.5 
 | 
 2.04 
 | 
 7.00 
 | 
 -0.25 
 | 
 -4.48 
 | 
 
| 
 2016M11 
 | 
 0.8 
 | 
 4.10 
 | 
 7.00 
 | 
 -4.73 
 | 
 -2.21 
 | 
 
| 
 2016M12 
 | 
 2.4 
 | 
 12.70 
 | 
 7.00 
 | 
 -4.10 
 | 
 1.75 
 | 
 
| 
 2017M01 
 | 
 3.5 
 | 
 6.22 
 | 
 14.00 
 | 
 -7.00 
 | 
 1.77 
 | 
 
| 
 2017M02 
 | 
 1.6 
 | 
 2.62 
 | 
 14.00 
 | 
 -4.13 
 | 
 0.06 
 | 
 
| 
 2017M03 
 | 
 3.1 
 | 
 1.82 
 | 
 14.00 
 | 
 -2.37 
 | 
 -2.97 
 | 
 
| 
 2017M04 
 | 
 3.2 
 | 
 2.79 
 | 
 14.00 
 | 
 0.29 
 | 
 4.91 
 | 
 
| 
 2017M05 
 | 
 1.9 
 | 
 3.42 
 | 
 14.00 
 | 
 -2.82 
 | 
 -0.82 
 | 
 
| 
 2017M06 
 | 
 3.9 
 | 
 8.03 
 | 
 14.00 
 | 
 -1.11 
 | 
 0.68 
 | 
 
| 
 2017M07 
 | 
 8.8 
 | 
 9.47 
 | 
 20.00 
 | 
 2.97 
 | 
 -3.13 
 | 
 
| 
 2017M08 
 | 
 3.3 
 | 
 2.74 
 | 
 20.00 
 | 
 -8.63 
 | 
 6.31 
 | 
 
| 
 2017M09 
 | 
 0.1 
 | 
 0.38 
 | 
 20.00 
 | 
 -1.03 
 | 
 1.71 
 | 
 
| 
 2017M10 
 | 
 0.3 
 | 
 0.25 
 | 
 20.00 
 | 
 11.69 
 | 
 0.64 
 | 
 
| 
 2017M11 
 | 
 0.6 
 | 
 0.42 
 | 
 20.00 
 | 
 9.79 
 | 
 0.96 
 | 
 
| 
 2017M12 
 | 
 1.0 
 | 
 1.62 
 | 
 20.00 
 | 
 4.22 
 | 
 2.42 
 | 
 
| 
 2018M01 
 | 
 1.2 
 | 
 1.55 
 | 
 20.00 
 | 
 -0.31 
 | 
 1.48 
 | 
 
| 
 2018M02 
 | 
 0.2 
 | 
 0.79 
 | 
 20.00 
 | 
 10.29 
 | 
 1.83 
 | 
 
| 
 2018M03 
 | 
 0.1 
 | 
 0.55 
 | 
 20.00 
 | 
 4.79 
 | 
 1.08 
 | 
 
| 
 2018M04 
 | 
 0.2 
 | 
 1.22 
 | 
 14.00 
 | 
 20.02 
 | 
 1.32 
 | 
 
| 
 2018M05 
 | 
 0.3 
 | 
 1.56 
 | 
 14.00 
 | 
 1.81 
 | 
 1.38 
 | 
 
| 
 2018M06 
 | 
 0.1 
 | 
 0.58 
 | 
 14.00 
 | 
 0.30 
 | 
 2.19 
 | 
 
| 
 2018M07 
 | 
 0.0 
 | 
 0.18 
 | 
 14.00 
 | 
 -3.77 
 | 
 1.67 
 | 
 
| 
 2018M08 
 | 
 0.1 
 | 
 0.17 
 | 
 14.00 
 | 
 -4.23 
 | 
 2.31 
 | 
 
| 
 2018M09 
 | 
 0.1 
 | 
 0.10 
 | 
 14.00 
 | 
 -4.93 
 | 
 0.38 
 | 
 
| 
 2018M10 
 | 
 0.0 
 | 
 0.23 
 | 
 14.00 
 | 
 -1.05 
 | 
 3.01 
 | 
 
| 
 2018M11 
 | 
 0.1 
 | 
 0.21 
 | 
 14.00 
 | 
 -2.70 
 | 
 0.55 
 | 
 
| 
 2018M12 
 | 
 0.5 
 | 
 0.32 
 | 
 14.00 
 | 
 -12.52 
 | 
 2.50 
 | 
 
| 
 2019M01 
 | 
 0.0 
 | 
 0.60 
 | 
 14.00 
 | 
 3.89 
 | 
 0.38 
 | 
 
| 
 2019M02 
 | 
 0.0 
 | 
 0.42 
 | 
 14.00 
 | 
 6.16 
 | 
 5.53 
 | 
 
| 
 2019M03 
 | 
 0.4 
 | 
 0.27 
 | 
 14.00 
 | 
 -7.08 
 | 
 1.83 
 | 
 
| 
 2019M04 
 | 
 0.0 
 | 
 0.32 
 | 
 14.00 
 | 
 27.80 
 | 
 3.25 
 | 
 
| 
 2019M05 
 | 
 0.0 
 | 
 0.30 
 | 
 14.00 
 | 
 -7.93 
 | 
 2.82 
 | 
 
| 
 2019M06 
 | 
 0.4 
 | 
 0.22 
 | 
 14.00 
 | 
 -2.50 
 | 
 1.17 
 | 
 
| 
 2019M07 
 | 
 0.2 
 | 
 0.19 
 | 
 14.00 
 | 
 -0.62 
 | 
 -0.65 
 | 
 
| 
 2019M08 
 | 
 0.0 
 | 
 0.21 
 | 
 14.00 
 | 
 -9.39 
 | 
 1.84 
 | 
 
| 
 2019M09 
 | 
 0.2 
 | 
 0.21 
 | 
 14.00 
 | 
 -7.76 
 | 
 0.31 
 | 
 
| 
 2019M10 
 | 
 0.3 
 | 
 0.28 
 | 
 14.00 
 | 
 -1.89 
 | 
 4.65 
 | 
 
| 
 2019M11 
 | 
 1.1 
 | 
 0.30 
 | 
 14.00 
 | 
 1.69 
 | 
 -0.22 
 | 
 
| 
 2019M12 
 | 
 1.3 
 | 
 0.53 
 | 
 9.00 
 | 
 -4.44 
 | 
 -0.01 
 | 
 
| 
 2020M01 
 | 
 0.8 
 | 
 0.51 
 | 
 9.00 
 | 
 -5.45 
 | 
 5.57 
 | 
 
| 
 2020M02 
 | 
 0.6 
 | 
 0.26 
 | 
 9.00 
 | 
 -10.07 
 | 
 1.29 
 | 
 
| 
 2020M03 
 | 
 0.7 
 | 
 0.88 
 | 
 7.50 
 | 
 -0.70 
 | 
 0.27 
 | 
 
| 
 2020M04 
 | 
 2.0 
 | 
 2.20 
 | 
 7.50 
 | 
 41.79 
 | 
 0.81 
 | 
 
| 
 2020M05 
 | 
 5.4 
 | 
 2.30 
 | 
 7.50 
 | 
 -5.81 
 | 
 0.64 
 | 
 
| 
 2020M06 
 | 
 2.7 
 | 
 2.55 
 | 
 7.50 
 | 
 -4.73 
 | 
 2.27 
 | 
 
| 
 2020M07 
 | 
 3.0 
 | 
 2.95 
 | 
 7.50 
 | 
 -5.38 
 | 
 1.44 
 | 
 
| 
 2020M08 
 | 
 0.5 
 | 
 1.26 
 | 
 7.50 
 | 
 -3.44 
 | 
 4.37 
 | 
 
| 
 2020M09 
 | 
 0.5 
 | 
 0.38 
 | 
 18.50 
 | 
 -12.92 
 | 
 5.02 
 | 
 
| 
 2020M10 
 | 
 0.4 
 | 
 0.43 
 | 
 18.50 
 | 
 -3.63 
 | 
 -1.33 
 | 
 
| 
 2020M11 
 | 
 0.3 
 | 
 0.40 
 | 
 18.50 
 | 
 -0.59 
 | 
 2.64 
 | 
 
| 
 2020M12 
 | 
 0.2 
 | 
 0.78 
 | 
 18.50 
 | 
 5.75 
 | 
 0.52 
 | 
 
| 
 2021M01 
 | 
 0.2 
 | 
 0.37 
 | 
 18.50 
 | 
 -2.25 
 | 
 6.18 
 | 
 
| 
 2021M02 
 | 
 0.1 
 | 
 0.35 
 | 
 18.50 
 | 
 -8.72 
 | 
 3.79 
 | 
 
| 
 2021M03 
 | 
 0.0 
 | 
 0.31 
 | 
 15.50 
 | 
 -20.05 
 | 
 1.81 
 | 
 
| 
 2021M04 
 | 
 0.2 
 | 
 0.47 
 | 
 10.50 
 | 
 54.97 
 | 
 1.53 
 | 
 
| 
 2021M05 
 | 
 0.2 
 | 
 0.43 
 | 
 10.50 
 | 
 42.60 
 | 
 3.58 
 | 
 
| 
 2021M06 
 | 
 0.2 
 | 
 0.39 
 | 
 8.50 
 | 
 10.01 
 | 
 4.33 
 | 
 
| 
 2021M07 
 | 
 0.1 
 | 
 0.42 
 | 
 8.50 
 | 
 -35.57 
 | 
 0.83 
 | 
 
| 
 2021M08 
 | 
 0.3 
 | 
 0.31 
 | 
 8.50 
 | 
 308.63 
 | 
 3.70 
 | 
 
| 
 2021M09 
 | 
 0.3 
 | 
 0.30 
 | 
 8.50 
 | 
 1.76 
 | 
 5.67 
 | 
 
| 
 2021M10 
 | 
 0.3 
 | 
 0.38 
 | 
 8.50 
 | 
 7.80 
 | 
 2.94 
 | 
 
| 
 2021M11 
 | 
 0.2 
 | 
 0.54 
 | 
 7.50 
 | 
 -6.97 
 | 
 1.92 
 | 
 
| 
 2021M12 
 | 
 0.2 
 | 
 0.90 
 | 
 7.50 
 | 
 4.92 
 | 
 1.21 
 | 
 
| 
 2022M01 
 | 
 0.1 
 | 
 0.47 
 | 
 7.50 
 | 
 -21.47 
 | 
 -26.49 
 | 
 
| 
 2022M02 
 | 
 0.4 
 | 
 0.41 
 | 
 7.50 
 | 
 4.00 
 | 
 3.79 
 | 
 
| 
 2022M03 
 | 
 0.1 
 | 
 1.41 
 | 
 7.50 
 | 
 -3.23 
 | 
 1.82 
 | 
 
| 
 2022M04 
 | 
 0.0 
 | 
 1.03 
 | 
 7.50 
 | 
 7.34 
 | 
 1.53 
 | 
 
| 
 2022M05 
 | 
 0.1 
 | 
 1.05 
 | 
 7.50 
 | 
 28.37 
 | 
 3.58 
 | 
 
| 
 2022M06 
 | 
 0.3 
 | 
 1.31 
 | 
 7.50 
 | 
 5.61 
 | 
 4.33 
 | 
 
| 
 2022M07 
 | 
 0.9 
 | 
 0.96 
 | 
 7.50 
 | 
 4.28 
 | 
 0.83 
 | 
 
| 
 2022M08 
 | 
 2.0 
 | 
 1.10 
 | 
 7.50 
 | 
 5.75 
 | 
 3.71 
 | 
 
| 
 2022M09 
 | 
 0.6 
 | 
 1.25 
 | 
 7.50 
 | 
 -10.83 
 | 
 5.67 
 | 
 
| 
 2022M10 
 | 
 0.0 
 | 
 0.70 
 | 
 7.50 
 | 
 1.36 
 | 
 2.94 
 | 
 
| 
 2022M11 
 | 
 0.6 
 | 
 0.83 
 | 
 8.25 
 | 
 0.61 
 | 
 1.92 
 | 
 
| 
 2022M12 
 | 
 1.0 
 | 
 1.09 
 | 
 8.25 
 | 
 9.65 
 | 
 1.21 
 | 
 
  
ANNEXE 2 : TEST INFORMEL DE STATIONNARITE
 
  
  
  
  
  
ANNEXE 3 : TEST DE STATONNARITE 
 
| 
 Null Hypothesis: TINF has a unit root 
 | 
   | 
 
| 
 Exogenous: Constant 
 | 
   | 
   | 
 
| 
 Lag Length: 1 (Automatic - based on SIC, maxlag=12) 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
 t-Statistic 
 | 
   Prob.* 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Augmented Dickey-Fuller test statistic 
 | 
 -5.252872 
 | 
  0.0000 
 | 
 
| 
 Test critical values: 
 | 
 1% level 
 | 
   | 
 -3.486551 
 | 
   | 
 
   | 
 5% level 
 | 
   | 
 -2.886074 
 | 
   | 
 
   | 
 10% level 
 | 
   | 
 -2.579931 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 *MacKinnon (1996) one-sided p-values. 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Null Hypothesis: VTCH has a unit root 
 | 
   | 
 
| 
 Exogenous: Constant 
 | 
   | 
   | 
 
| 
 Lag Length: 0 (Automatic - based on SIC, maxlag=12) 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
 t-Statistic 
 | 
   Prob.* 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Augmented Dickey-Fuller test statistic 
 | 
 -6.277892 
 | 
  0.0000 
 | 
 
| 
 Test critical values: 
 | 
 1% level 
 | 
   | 
 -3.486064 
 | 
   | 
 
   | 
 5% level 
 | 
   | 
 -2.885863 
 | 
   | 
 
   | 
 10% level 
 | 
   | 
 -2.579818 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 *MacKinnon (1996) one-sided p-values. 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Null Hypothesis: D(TD) has a unit root 
 | 
   | 
 
| 
 Exogenous: Constant 
 | 
   | 
   | 
 
| 
 Lag Length: 0 (Automatic - based on SIC, maxlag=12) 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
 t-Statistic 
 | 
   Prob.* 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Augmented Dickey-Fuller test statistic 
 | 
 -10.27330 
 | 
  0.0000 
 | 
 
| 
 Test critical values: 
 | 
 1% level 
 | 
   | 
 -3.486551 
 | 
   | 
 
   | 
 5% level 
 | 
   | 
 -2.886074 
 | 
   | 
 
   | 
 10% level 
 | 
   | 
 -2.579931 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 *MacKinnon (1996) one-sided p-values. 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Null Hypothesis: VRCH has a unit root 
 | 
   | 
 
| 
 Exogenous: Constant 
 | 
   | 
   | 
 
| 
 Lag Length: 0 (Automatic - based on SIC, maxlag=12) 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
 t-Statistic 
 | 
   Prob.* 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Augmented Dickey-Fuller test statistic 
 | 
 -11.82374 
 | 
  0.0000 
 | 
 
| 
 Test critical values: 
 | 
 1% level 
 | 
   | 
 -3.486064 
 | 
   | 
 
   | 
 5% level 
 | 
   | 
 -2.885863 
 | 
   | 
 
   | 
 10% level 
 | 
   | 
 -2.579818 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 *MacKinnon (1996) one-sided p-values. 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Null Hypothesis: VMM has a unit root 
 | 
   | 
 
| 
 Exogenous: Constant 
 | 
   | 
   | 
 
| 
 Lag Length: 0 (Automatic - based on SIC, maxlag=12) 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
 t-Statistic 
 | 
   Prob.* 
 | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 Augmented Dickey-Fuller test statistic 
 | 
 -11.61848 
 | 
  0.0000 
 | 
 
| 
 Test critical values: 
 | 
 1% level 
 | 
   | 
 -3.486064 
 | 
   | 
 
   | 
 5% level 
 | 
   | 
 -2.885863 
 | 
   | 
 
   | 
 10% level 
 | 
   | 
 -2.579818 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
| 
 *MacKinnon (1996) one-sided p-values. 
 | 
   | 
 
   | 
   | 
   | 
   | 
   | 
 
  
ANNEXE 4 : DETERMINATION DE LAG 
| 
 VAR Lag Order Selection Criteria 
 | 
   | 
   | 
   | 
 
| 
 Endogenous variables: VTCH TINF TD VRC VMM  
 | 
   | 
   | 
 
| 
 Exogenous variables: C  
 | 
   | 
   | 
   | 
   | 
 
| 
 Date: 06/09/23   Time: 17:01 
 | 
   | 
   | 
   | 
   | 
 
| 
 Sample: 2013M01 2022M12 
 | 
   | 
   | 
   | 
   | 
 
| 
 Included observations: 116 
 | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Lag 
 | 
 LogL 
 | 
 LR 
 | 
 FPE 
 | 
 AIC 
 | 
 SC 
 | 
 HQ 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 0 
 | 
 -1660.447 
 | 
 NA  
 | 
  2033389. 
 | 
  28.71460 
 | 
  28.83329 
 | 
  28.76278 
 | 
 
| 
 1 
 | 
 -1443.190 
 | 
  412.0392 
 | 
  73931.73 
 | 
  25.39982 
 | 
   26.11196* 
 | 
   25.68891* 
 | 
 
| 
 2 
 | 
 -1428.168 
 | 
  27.19480 
 | 
  88020.89 
 | 
  25.57186 
 | 
  26.87744 
 | 
  26.10185 
 | 
 
| 
 3 
 | 
 -1391.152 
 | 
  63.82003 
 | 
  71980.76 
 | 
  25.36469 
 | 
  27.26372 
 | 
  26.13559 
 | 
 
| 
 4 
 | 
 -1365.323 
 | 
   42.30578* 
 | 
   71767.83* 
 | 
   25.35040* 
 | 
  27.84288 
 | 
  26.36220 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  * indicates lag order selected by the criterion 
 | 
   | 
   | 
 
| 
  LR: sequential modified LR test statistic (each test at 5%
level) 
 | 
   | 
 
| 
  FPE: Final prediction error 
 | 
   | 
   | 
   | 
   | 
 
| 
  AIC: Akaike information criterion 
 | 
   | 
   | 
   | 
 
| 
  SC: Schwarz information criterion 
 | 
   | 
   | 
   | 
 
| 
  HQ: Hannan-Quinn information criterion 
 | 
   | 
   | 
   | 
 
  
  
ANNEXE 5 : ESTIMATION DU VAR 
 
| 
 Vector Autoregression Estimates 
 | 
   | 
   | 
   | 
 
| 
 Date: 07/19/23   Time: 17:43 
 | 
   | 
   | 
   | 
 
| 
 Sample (adjusted): 2013M02 2022M12 
 | 
   | 
   | 
   | 
 
| 
 Included observations: 119 after adjustments 
 | 
   | 
   | 
 
| 
 Standard errors in ( ) & t-statistics in [ ] 
 | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 TINF(-1) 
 | 
  0.684194 
 | 
  0.325230 
 | 
  0.518023 
 | 
 -0.506888 
 | 
  0.046832 
 | 
 
   | 
  (0.08325) 
 | 
  (0.08414) 
 | 
  (0.09626) 
 | 
  (1.96337) 
 | 
  (0.21605) 
 | 
 
   | 
 [ 8.21860] 
 | 
 [ 3.86533] 
 | 
 [ 5.38156] 
 | 
 [-0.25817] 
 | 
 [ 0.21676] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 VTCH(-1) 
 | 
  0.007387 
 | 
  0.297320 
 | 
 -0.152569 
 | 
 -1.511586 
 | 
 -0.179673 
 | 
 
   | 
  (0.09182) 
 | 
  (0.09280) 
 | 
  (0.10617) 
 | 
  (2.16547) 
 | 
  (0.23829) 
 | 
 
   | 
 [ 0.08045] 
 | 
 [ 3.20384] 
 | 
 [-1.43706] 
 | 
 [-0.69804] 
 | 
 [-0.75400] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 TD(-1) 
 | 
  0.002132 
 | 
 -0.027288 
 | 
  0.925858 
 | 
  0.299209 
 | 
  0.070904 
 | 
 
   | 
  (0.02049) 
 | 
  (0.02071) 
 | 
  (0.02370) 
 | 
  (0.48332) 
 | 
  (0.05319) 
 | 
 
   | 
 [ 0.10403] 
 | 
 [-1.31744] 
 | 
 [ 39.0723] 
 | 
 [ 0.61906] 
 | 
 [ 1.33314] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 VRCH(-1) 
 | 
  6.65E-05 
 | 
  0.000978 
 | 
 -0.000586 
 | 
 -0.091744 
 | 
  0.015779 
 | 
 
   | 
  (0.00399) 
 | 
  (0.00403) 
 | 
  (0.00461) 
 | 
  (0.09409) 
 | 
  (0.01035) 
 | 
 
   | 
 [ 0.01667] 
 | 
 [ 0.24259] 
 | 
 [-0.12703] 
 | 
 [-0.97503] 
 | 
 [ 1.52392] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 VMM(-1) 
 | 
 -0.042207 
 | 
 -0.031409 
 | 
  0.041981 
 | 
 -0.274673 
 | 
 -0.109984 
 | 
 
   | 
  (0.03613) 
 | 
  (0.03652) 
 | 
  (0.04178) 
 | 
  (0.85208) 
 | 
  (0.09376) 
 | 
 
   | 
 [-1.16824] 
 | 
 [-0.86014] 
 | 
 [ 1.00493] 
 | 
 [-0.32236] 
 | 
 [-1.17299] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 C 
 | 
  0.328868 
 | 
  0.560582 
 | 
  0.279164 
 | 
  2.451502 
 | 
  0.893032 
 | 
 
   | 
  (0.21605) 
 | 
  (0.21836) 
 | 
  (0.24981) 
 | 
  (5.09530) 
 | 
  (0.56069) 
 | 
 
   | 
 [ 1.52221] 
 | 
 [ 2.56726] 
 | 
 [ 1.11751] 
 | 
 [ 0.48113] 
 | 
 [ 1.59272] 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 R-squared 
 | 
  0.489158 
 | 
  0.342779 
 | 
  0.940606 
 | 
  0.019406 
 | 
  0.045653 
 | 
 
| 
 Adj. R-squared 
 | 
  0.466554 
 | 
  0.313698 
 | 
  0.937978 
 | 
 -0.023983 
 | 
  0.003425 
 | 
 
| 
 Sum sq. resids 
 | 
  190.2174 
 | 
  194.3101 
 | 
  254.3129 
 | 
  105802.0 
 | 
  1281.173 
 | 
 
| 
 S.E. equation 
 | 
  1.297436 
 | 
  1.311319 
 | 
  1.500185 
 | 
  30.59904 
 | 
  3.367167 
 | 
 
| 
 F-statistic 
 | 
  21.64065 
 | 
  11.78719 
 | 
  357.9077 
 | 
  0.447266 
 | 
  1.081106 
 | 
 
| 
 Log likelihood 
 | 
 -196.7618 
 | 
 -198.0284 
 | 
 -214.0405 
 | 
 -572.8707 
 | 
 -310.2500 
 | 
 
| 
 Akaike AIC 
 | 
  3.407762 
 | 
  3.429049 
 | 
  3.698159 
 | 
  9.728919 
 | 
  5.315125 
 | 
 
| 
 Schwarz SC 
 | 
  3.547885 
 | 
  3.569173 
 | 
  3.838283 
 | 
  9.869043 
 | 
  5.455249 
 | 
 
| 
 Mean dependent 
 | 
  0.927815 
 | 
  0.826891 
 | 
  8.768908 
 | 
  2.756471 
 | 
  1.307227 
 | 
 
| 
 S.D. dependent 
 | 
  1.776400 
 | 
  1.582890 
 | 
  6.023802 
 | 
  30.23858 
 | 
  3.372948 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 Determinant resid covariance (dof adj.) 
 | 
  52925.35 
 | 
   | 
   | 
   | 
 
| 
 Determinant resid covariance 
 | 
  40862.14 
 | 
   | 
   | 
   | 
 
| 
 Log likelihood 
 | 
 -1476.037 
 | 
   | 
   | 
   | 
 
| 
 Akaike information criterion 
 | 
  25.31155 
 | 
   | 
   | 
   | 
 
| 
 Schwarz criterion 
 | 
  26.01217 
 | 
   | 
   | 
   | 
 
| 
 Number of coefficients 
 | 
  30 
 | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
 
  
ANNEXE 6 : TEST DE CAUSALITE 
| 
 Pairwise Granger Causality Tests 
 | 
 
| 
 Date: 06/09/23   Time: 17:04 
 | 
 
| 
 Sample: 2013M01 2022M12 
 | 
 
| 
 Lags: 1 
 | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  Null Hypothesis: 
 | 
 Obs 
 | 
 F-Statistic 
 | 
 Prob.  
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  TINF does not Granger Cause VTCH 
 | 
  119 
 | 
  13.6513 
 | 
 0.0003 
 | 
 
| 
  VTCH does not Granger Cause TINF 
 | 
  0.02224 
 | 
 0.8817 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  TD does not Granger Cause VTCH 
 | 
  119 
 | 
  0.43280 
 | 
 0.5119 
 | 
 
| 
  VTCH does not Granger Cause TD 
 | 
  2.65172 
 | 
 0.1062 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VRC does not Granger Cause VTCH 
 | 
  119 
 | 
  0.00870 
 | 
 0.9259 
 | 
 
| 
  VTCH does not Granger Cause VRC 
 | 
  0.88417 
 | 
 0.3490 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VMM does not Granger Cause VTCH 
 | 
  119 
 | 
  1.05305 
 | 
 0.3069 
 | 
 
| 
  VTCH does not Granger Cause VMM 
 | 
  0.43879 
 | 
 0.5090 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  TD does not Granger Cause TINF 
 | 
  119 
 | 
  0.00343 
 | 
 0.9534 
 | 
 
| 
  TINF does not Granger Cause TD 
 | 
  29.5406 
 | 
 3.E-07 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VRC does not Granger Cause TINF 
 | 
  119 
 | 
  0.01915 
 | 
 0.8902 
 | 
 
| 
  TINF does not Granger Cause VRC 
 | 
  0.41377 
 | 
 0.5213 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VMM does not Granger Cause TINF 
 | 
  119 
 | 
  1.42579 
 | 
 0.2349 
 | 
 
| 
  TINF does not Granger Cause VMM 
 | 
  0.00084 
 | 
 0.9769 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VRC does not Granger Cause TD 
 | 
  119 
 | 
  0.01753 
 | 
 0.8949 
 | 
 
| 
  TD does not Granger Cause VRC 
 | 
  0.18839 
 | 
 0.6651 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VMM does not Granger Cause TD 
 | 
  119 
 | 
  0.28418 
 | 
 0.5950 
 | 
 
| 
  TD does not Granger Cause VMM 
 | 
  1.73100 
 | 
 0.1909 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
| 
  VMM does not Granger Cause VRC 
 | 
  119 
 | 
  0.02933 
 | 
 0.8643 
 | 
 
| 
  VRC does not Granger Cause VMM 
 | 
  2.45715 
 | 
 0.1197 
 | 
 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
 
  
  
ANNEXE 7 :ANALYSE DE LA REPONSE
IMPULSIONNELLE 
  
ANNEXE 8 : DECOMPOSITION DE LA
VARIANCE 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Variance Decomposition of TINF: 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Period 
 | 
 S.E. 
 | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  1 
 | 
  1.225574 
 | 
  100.0000 
 | 
  0.000000 
 | 
  0.000000 
 | 
  0.000000 
 | 
  0.000000 
 | 
 
| 
  2 
 | 
  1.598963 
 | 
  99.23663 
 | 
  0.048113 
 | 
  0.000114 
 | 
  0.011002 
 | 
  0.704138 
 | 
 
| 
  3 
 | 
  1.735624 
 | 
  93.08959 
 | 
  3.904555 
 | 
  0.031424 
 | 
  0.018053 
 | 
  2.956383 
 | 
 
| 
  4 
 | 
  1.801802 
 | 
  87.95920 
 | 
  8.283526 
 | 
  0.071149 
 | 
  0.057294 
 | 
  3.628833 
 | 
 
| 
  5 
 | 
  1.832809 
 | 
  85.47154 
 | 
  10.71769 
 | 
  0.089055 
 | 
  0.110070 
 | 
  3.611646 
 | 
 
| 
  6 
 | 
  1.846686 
 | 
  84.50881 
 | 
  11.70096 
 | 
  0.091943 
 | 
  0.123171 
 | 
  3.575116 
 | 
 
| 
  7 
 | 
  1.853589 
 | 
  84.13731 
 | 
  12.08594 
 | 
  0.092239 
 | 
  0.125165 
 | 
  3.559340 
 | 
 
| 
  8 
 | 
  1.857362 
 | 
  83.96636 
 | 
  12.26125 
 | 
  0.092481 
 | 
  0.125696 
 | 
  3.554216 
 | 
 
| 
  9 
 | 
  1.859475 
 | 
  83.86953 
 | 
  12.35822 
 | 
  0.092873 
 | 
  0.126046 
 | 
  3.553326 
 | 
 
| 
  10 
 | 
  1.860650 
 | 
  83.81139 
 | 
  12.41574 
 | 
  0.093307 
 | 
  0.126332 
 | 
  3.553231 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Variance Decomposition of VTCH: 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Period 
 | 
 S.E. 
 | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  1 
 | 
  1.313896 
 | 
  9.288417 
 | 
  90.71158 
 | 
  0.000000 
 | 
  0.000000 
 | 
  0.000000 
 | 
 
| 
  2 
 | 
  1.478255 
 | 
  23.13231 
 | 
  75.97066 
 | 
  0.556471 
 | 
  0.015342 
 | 
  0.325212 
 | 
 
| 
  3 
 | 
  1.571219 
 | 
  27.21622 
 | 
  71.65076 
 | 
  0.605088 
 | 
  0.062100 
 | 
  0.465833 
 | 
 
| 
  4 
 | 
  1.616373 
 | 
  27.87164 
 | 
  70.54793 
 | 
  0.668016 
 | 
  0.061071 
 | 
  0.851343 
 | 
 
| 
  5 
 | 
  1.638246 
 | 
  27.72687 
 | 
  70.51456 
 | 
  0.715748 
 | 
  0.071639 
 | 
  0.971186 
 | 
 
| 
  6 
 | 
  1.647632 
 | 
  27.59779 
 | 
  70.56204 
 | 
  0.772082 
 | 
  0.079157 
 | 
  0.988938 
 | 
 
| 
  7 
 | 
  1.651610 
 | 
  27.53180 
 | 
  70.56136 
 | 
  0.833772 
 | 
  0.081068 
 | 
  0.992000 
 | 
 
| 
  8 
 | 
  1.653299 
 | 
  27.49641 
 | 
  70.53639 
 | 
  0.893235 
 | 
  0.081346 
 | 
  0.992616 
 | 
 
| 
  9 
 | 
  1.654088 
 | 
  27.47302 
 | 
  70.50647 
 | 
  0.946724 
 | 
  0.081349 
 | 
  0.992441 
 | 
 
| 
  10 
 | 
  1.654558 
 | 
  27.45771 
 | 
  70.47522 
 | 
  0.993783 
 | 
  0.081306 
 | 
  0.991988 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Variance Decomposition of TD: 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Period 
 | 
 S.E. 
 | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  1 
 | 
  1.519665 
 | 
  0.861381 
 | 
  8.615285 
 | 
  90.52333 
 | 
  0.000000 
 | 
  0.000000 
 | 
 
| 
  2 
 | 
  2.121980 
 | 
  4.203020 
 | 
  4.860881 
 | 
  90.47306 
 | 
  0.001522 
 | 
  0.461521 
 | 
 
| 
  3 
 | 
  2.629291 
 | 
  11.65148 
 | 
  4.137772 
 | 
  83.87649 
 | 
  0.025050 
 | 
  0.309215 
 | 
 
| 
  4 
 | 
  3.088711 
 | 
  17.82671 
 | 
  4.774912 
 | 
  76.90857 
 | 
  0.030719 
 | 
  0.459084 
 | 
 
| 
  5 
 | 
  3.498164 
 | 
  21.79741 
 | 
  6.328482 
 | 
  71.13934 
 | 
  0.056890 
 | 
  0.677882 
 | 
 
| 
  6 
 | 
  3.857464 
 | 
  24.35133 
 | 
  8.128763 
 | 
  66.58240 
 | 
  0.085050 
 | 
  0.852451 
 | 
 
| 
  7 
 | 
  4.170698 
 | 
  26.14547 
 | 
  9.797928 
 | 
  62.96761 
 | 
  0.108691 
 | 
  0.980301 
 | 
 
| 
  8 
 | 
  4.442730 
 | 
  27.50304 
 | 
  11.21117 
 | 
  60.08410 
 | 
  0.126837 
 | 
  1.074861 
 | 
 
| 
  9 
 | 
  4.678368 
 | 
  28.56281 
 | 
  12.37782 
 | 
  57.76970 
 | 
  0.140614 
 | 
  1.149049 
 | 
 
| 
  10 
 | 
  4.881996 
 | 
  29.39661 
 | 
  13.33978 
 | 
  55.90294 
 | 
  0.151270 
 | 
  1.209397 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Variance Decomposition of VRCH: 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Period 
 | 
 S.E. 
 | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  1 
 | 
  31.17185 
 | 
  0.044306 
 | 
  0.037971 
 | 
  0.241894 
 | 
  99.67583 
 | 
  0.000000 
 | 
 
| 
  2 
 | 
  31.41018 
 | 
  0.059110 
 | 
  0.107105 
 | 
  0.621163 
 | 
  99.18077 
 | 
  0.031854 
 | 
 
| 
  3 
 | 
  31.63135 
 | 
  0.274165 
 | 
  0.330136 
 | 
  0.693931 
 | 
  97.83689 
 | 
  0.864880 
 | 
 
| 
  4 
 | 
  31.65731 
 | 
  0.350472 
 | 
  0.394791 
 | 
  0.700098 
 | 
  97.68715 
 | 
  0.867489 
 | 
 
| 
  5 
 | 
  31.67310 
 | 
  0.365015 
 | 
  0.441623 
 | 
  0.730212 
 | 
  97.59374 
 | 
  0.869412 
 | 
 
| 
  6 
 | 
  31.68215 
 | 
  0.365464 
 | 
  0.466389 
 | 
  0.757621 
 | 
  97.53802 
 | 
  0.872506 
 | 
 
| 
  7 
 | 
  31.68723 
 | 
  0.366070 
 | 
  0.472380 
 | 
  0.782387 
 | 
  97.50685 
 | 
  0.872314 
 | 
 
| 
  8 
 | 
  31.69140 
 | 
  0.369243 
 | 
  0.472670 
 | 
  0.804712 
 | 
  97.48120 
 | 
  0.872174 
 | 
 
| 
  9 
 | 
  31.69558 
 | 
  0.374830 
 | 
  0.472852 
 | 
  0.824704 
 | 
  97.45553 
 | 
  0.872081 
 | 
 
| 
  10 
 | 
  31.69991 
 | 
  0.382411 
 | 
  0.474468 
 | 
  0.842084 
 | 
  97.42894 
 | 
  0.872095 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Variance Decomposition of VMM: 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Period 
 | 
 S.E. 
 | 
 TINF 
 | 
 VTCH 
 | 
 TD 
 | 
 VRCH 
 | 
 VMM 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  1 
 | 
  3.416630 
 | 
  1.018217 
 | 
  0.260810 
 | 
  0.606715 
 | 
  1.745349 
 | 
  96.36891 
 | 
 
| 
  2 
 | 
  3.487652 
 | 
  0.979246 
 | 
  0.455744 
 | 
  1.377675 
 | 
  3.235407 
 | 
  93.95193 
 | 
 
| 
  3 
 | 
  3.498425 
 | 
  0.978517 
 | 
  0.609251 
 | 
  1.447854 
 | 
  3.575952 
 | 
  93.38843 
 | 
 
| 
  4 
 | 
  3.504376 
 | 
  0.976819 
 | 
  0.731472 
 | 
  1.558862 
 | 
  3.587399 
 | 
  93.14545 
 | 
 
| 
  5 
 | 
  3.506497 
 | 
  0.977766 
 | 
  0.740489 
 | 
  1.664176 
 | 
  3.584749 
 | 
  93.03282 
 | 
 
| 
  6 
 | 
  3.508421 
 | 
  0.987792 
 | 
  0.739700 
 | 
  1.758013 
 | 
  3.581036 
 | 
  92.93346 
 | 
 
| 
  7 
 | 
  3.510451 
 | 
  1.010256 
 | 
  0.741634 
 | 
  1.844724 
 | 
  3.577199 
 | 
  92.82619 
 | 
 
| 
  8 
 | 
  3.512560 
 | 
  1.043917 
 | 
  0.749070 
 | 
  1.918362 
 | 
  3.573124 
 | 
  92.71553 
 | 
 
| 
  9 
 | 
  3.514735 
 | 
  1.084271 
 | 
  0.762591 
 | 
  1.981834 
 | 
  3.568882 
 | 
  92.60242 
 | 
 
| 
  10 
 | 
  3.516894 
 | 
  1.126887 
 | 
  0.780801 
 | 
  2.036922 
 | 
  3.564759 
 | 
  92.49063 
 | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
  Cholesky Ordering: TINF VTCH TD VRCH VMM 
 | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
  
 
  
 |