From: Population aggregates from administrative data samples–how good are they?
(i) | (ii) | (iii) | (iv) | (v) | |
---|---|---|---|---|---|
Workers | Establishments | ||||
BHP 50% | SIAB Individual File | SIAB Basis Establishment File | BHP 50% | SIAB Basis Establishment File | |
Absolute deviation | |||||
Mean | − 488 | − 196 | − 207 | 1 | − 74 |
p-value | 0.001 | 0 | 0 | 0.288 | 0 |
rmse | 8844 | 2103 | 1539 | 83 | 515 |
mae | 4727 | 1574 | 1137 | 62 | 351 |
Ratio | 0.054 | 0.018 | 0.013 | 0.008 | 0.047 |
Percentage deviation | |||||
Mean | 0 | − 0.003 | − 0.002 | 0 | − 0.006 |
p-value | 0.849 | 0 | 0 | 0.039 | 0 |
Mape | 0.06 | 0.024 | 0.018 | 0.011 | 0.057 |
Percentage deviation (size weighted) | |||||
Mean | − 0.006 | − 0.002 | − 0.002 | 0 | − 0.01 |
p-value | 0 | 0 | 0 | 0.288 | 0 |
mape | 0.054 | 0.018 | 0.013 | 0.008 | 0.047 |
N | 4010 | 4010 | 4010 | 4010 | 4010 |