Table 2.
Number | Descriptiona | Scale | Notationb | Sufficient for these summary measures to be unbiased. |
---|---|---|---|---|
1 | There is no bias in any group in any time period. | Absolute | α0,0 = α0,1 = α1,0 = α1,1 = 0. | , |
Relative | β0,0 = β0,1 = β1,0 = β1,1 = 1. | , , , | ||
2 | Bias is the same in all groups and time periods. | Absolute | α0,0 = α0,1 = α1,0 = α1,1 = α. | , |
Relative | 0 ≠ β0,0 = β0,1 = β1,0 = β1,1 = β. | , , , | ||
3.1. | Bias is the same between time periods within group. | Absolute | α0,0 = α0,1 = α0,t, and α1,0 = α1,1 = α1,t. | , |
Relative | 0 ≠ β0,0 = β0,1 = β0,t, and 0 ≠ β1,0 = β1,1 = β1,t. | , , , | ||
3.2. | Bias is the same between groups within time period. | Absolute | α0,0 = α1,0 = αj,0, and α0,1 = α1,1 = αj,1. | |
Relative | 0 ≠ β0,0 = β1,0 = βj,0, and 0 ≠ β0,1 = β1,1 = βj,1. | |||
4.1. | The between-time-period trend in bias is the same between groups. | Absolute | α1,1 − α1,0 − α0,1 − α0,0 = αj,1 − αj,0. | |
Relative | . | |||
4.2. | The between-group trend in bias is the same between time periods. | Absolute | α1,1 − α0,1 − α1,0 − α0,0 = α1,t − α0,t. | |
Relative | . | |||
5 | Neither the between-time-period trend in bias is the same between groups, nor is the between-group trend in bias the same between time periods. | Absolute | α1,1 − α1,0 ≠ α0,1 − α0,0 and α1,1 − α0,1 ≠ α1,0 − α0,0. | None |
Relative | . | None |
The meaning of the word trend in conditions 4.1. and 4.2 depends on the scale. Please refer to the notation for further precision.
For expressions involving the multiplicative bias factor, we stipulate that βj,t ≠ 0 so that the adjacent Yj,t does not drop out of the expression, creating unusual results.