STANDARD ERRORS
INTRODUCTION
The estimates in this publication are based on a sample drawn from units in the surveyed population. Because the entire population is not surveyed, the published estimates are subject to sampling error. The most common way of quantifying such sampling error is to calculate the standard error for the published estimate or statistic.
LEVEL ESTIMATES
To illustrate, let us say that the published level estimate for total inventories is $77,000m and the calculated standard error in this case is $965m. The standard error is then used to interpret the level estimate of $77,000m.
For instance, the standard error of $965m indicates that:
- There are approximately two chances in three that the real value falls within the range $76,035m to $77,965m ($77,000m ± $965m).
- There are approximately nineteen chances in twenty that the real value falls within the ranges $75,070m and $78,930m ($77,000m ± $1,930m).
The real value in this case is the result we would obtain if we could enumerate the total population.
The following tables show the standard errors for national quarterly level estimates based upon the data in the current quarter.
| Income from sales of goods and services | |
| $m | |
|
| |
Manufacturing | 818 | |
Wholesale trade | 2,036 | |
Motor vehicle retailing services | 740 | |
Accommodation | 195 | |
Transport and storage | 545 | |
Communication services | 158 | |
Property and business services | 1,051 | |
Cultural and recreation services | 259 | |
Personal services | 208 | |
Total selected industries | 2,633 | |
| |
MOVEMENT ESTIMATES
The following example illustrates how to use the standard error to interpret a movement estimate. Let us say that one quarter the published level estimate for total inventories is $77,000m, and the next quarter the published level estimate is $79,000m. In this example the calculated standard error for the movement estimate is $754m. The standard error is then used to interpret the published movement estimate of +$2,000m.
For instance, the standard error of $754m indicates that:
- There are approximately two chances in three that the real movement over the two quarter period falls within the range $1,246m to $2,754m ($2,000m ± $754m).
- There are approximately nineteen chances in twenty that the real movement falls within the range $492m to $3,508m ($2,000m ± $1,508m).
The following tables shows the standard errors for national quarterly movement estimates based upon the data in the current quarter.
| Income from sales of goods and services | |
| $m | |
|
| |
Manufacturing | 681 | |
Wholesale trade | 1,361 | |
Motor vehicle retailing services | 431 | |
Accommodation | 152 | |
Transport and storage | 302 | |
Communication services | 142 | |
Property and business services | 773 | |
Cultural and recreation services | 426 | |
Personal services | 119 | |
Total selected industries | 1,835 | |
| |