|
Full Sample
|
COVID-19 Sample
|
UPE |
0.037485***
|
0.03590***
|
|
(0.00012) |
(0.0004) |
|
[306.6762] |
[91.6324] |
Nobs |
2350 |
85 |
Panel B: In-Sample forecast evaluation |
|
Full Sample
|
COVID-19 Sample
|
|
Model 1
|
|
Model 2
|
Model 1
|
|
Model 2
|
RMSE |
0.0820 |
|
0.2933 |
0.2223 |
|
0.5476 |
Clark & West |
- |
|
0.0043***
|
- |
|
0.4997***
|
|
|
|
(0.0015) |
|
|
(0.0817) |
|
|
|
[2.8430] |
|
|
[6.1138] |
Nobs |
1205 |
|
1205 |
65 |
|
65 |
Panel C: Out-of-Sample forecast evaluation [Full-Sample] |
|
Model 1
|
Model 2
|
|
h=10
|
h=20
|
h=30
|
h=10
|
h=20
|
h=30
|
RMSE |
0.0820 |
0.0824 |
0.0837 |
0.2928 |
0.2928 |
0.2939 |
Clark & West |
|
|
|
0.0040***
|
0.0037***
|
0.0030***
|
|
|
|
|
(0.0015) |
(0.0015) |
(0.0015) |
|
|
|
|
[2.6556] |
[2.4267] |
[1.9758] |
Nobs |
1215 |
1225 |
1235 |
1215 |
1225 |
1235 |
Panel D: Out-of-Sample forecast evaluation [COVID-Sample] |
|
Model 1
|
Model 2
|
|
h=5
|
h=10
|
h=20
|
h=5
|
h=10
|
h=20
|
RMSE |
0.21615 |
0.2163 |
0.2034 |
0.5285 |
0.5123 |
0.4918 |
Clark & West |
|
|
|
0.4617***
|
0.4324***
|
0.4001***
|
|
|
|
|
(0.076984) |
(0.072418) |
(0.063894) |
|
|
|
|
[5.997383] |
[5.970464] |
[6.262076] |
Nobs |
70 |
75 |
85 |
70 |
75 |
85 |