From: Population aggregates from administrative data samples–how good are they?
Workers | |||||
---|---|---|---|---|---|
BHP 50% fixed weight (uncensored) | BHP 50% fixed weight (censored) | SIAB Individual File—fixed weight (uncensored) | SIAB Individual File—fixed weight (censored) | SIAB Individual File—rand. weight (censored) | |
Absolute deviation | |||||
Mean | − 2.5 | − 2.5 | − 1.0 | − 12.5 | − 0.8 |
p-value | 0 | 0.002 | 0 | 0 | 0.001 |
rmse | 596.3 | 699.2 | 148.8 | 228.7 | 209.1 |
mae | 144.1 | 250.5 | 82.9 | 149.4 | 111.4 |
Ratio | 0.323 | 0.561 | 0.186 | 0.334 | 0.249 |
Percentage deviation | |||||
Mean | 0 | 12 | 0 | 1.452 | 0.179 |
p-value | 0.679 | 0 | 0.893 | 0 | 0.004 |
mape | 0.519 | 12.354 | 0.787 | 2.292 | 1.008 |
Percentage deviation (size weighted) | |||||
Mean | − 0.006 | − 0.006 | − 0.002 | − 0.028 | − 0.002 |
p-value | 0 | 0.002 | 0 | 0 | 0.001 |
mape | 0.323 | 0.561 | 0.186 | 0.334 | 0.249 |
N | 789,616 | 789,616 | 789,616 | 789,616 | 789,616 |