From: Population aggregates from administrative data samples–how good are they?
(i) | (ii) | (iii) | (iv) | |
---|---|---|---|---|
Workers | Establishments | |||
SIAB Basis Establishment File (no smoothing) | SIAB Basis Establishment File (smoothing) | SIAB Basis Establishment File (no smoothing) | SIAB Basis Establishment File (smoothing) | |
Absolute deviation | ||||
Mean | − 0.8 | − 0.8 | − 0.3 | − 0.3 |
p-value | 0 | 0 | 0 | 0 |
rmse | 86.2 | 96.9 | 27.0 | 23.6 |
mae | 42.8 | 38.5 | 10.2 | 6.4 |
Ratio | 0.132 | 0.119 | 0.376 | 0.234 |
Percentage deviation | ||||
Mean | − 0.547 | 0.545 | − 0.693 | 0.445 |
p-value | 0 | 0 | 0 | 0 |
mape | 0.849 | 0.808 | 1,035 | 0.83 |
Percentage deviation (size weighted) | ||||
Mean | − 0.002 | − 0.002 | − 0.01 | − 0.01 |
p-value | 0 | 0 | 0 | 0 |
mape | 0.132 | 0.119 | 0.378 | 0.236 |
N | 1,090,720 | 1,090,720 | 1,090,720 | 1,090,720 |