Table 7.
Type I Error Rates of Mixed Effects for Causal Steps Methods
Sample size |
|||||
---|---|---|---|---|---|
α value/β value | 50 | 100 | 200 | 500 | 1,000 |
Judd & Kenny (1981a, 1981b) | |||||
Large/zero | .0440 | 0 | 0 | 0 | 0 |
Medium/zero | .0020 | .0020 | .0020 | .0020 | 0 |
Small/zero | 0 | 0 | 0 | 0 | .0020 |
Zero/large | .0100 | .0080 | .0060 | .0100 | .0060 |
Zero/medium | .0480 | .0040 | .0040 | .0020 | .0080 |
Zero/small | 0 | 0 | 0 | .0080 | 0 |
Baron & Kenny (1986) | |||||
Large/zero | .0040 | 0 | 0 | 0 | 0 |
Medium/zero | .0020 | .0040 | .0020 | 0 | 0 |
Small/zero | 0 | 0 | 0 | 0 | 0 |
Zero/large | .0020 | .0060 | .0080 | .0020 | .0040 |
Zero/medium | 0 | .0020 | .0100 | .0020 | .0060 |
Zero/small | 0 | 0 | 0 | .0040 | .0020 |
Joint significance of α and β | |||||
Large/zero | .0400 | .0420 | .0500 | .0480 | .0380 |
Medium/zero | .0400 | .0560 | .0460 | .0500 | .0480 |
Small/zero | .0100 | .0200 | .0300 | .0380 | .0360 |
Zero/large | .0520 | .0520 | .0460 | .0520 | .0340 |
Zero/medium | .0480 | .0540 | .0620 | .0340 | .0500 |
Zero/small | .0060 | .0160 | .0280 | .0400 | .0420 |
Note. For all analyses, τ′ = 0. Small value = .14, medium value = .39, and large value = .59. Tests are two-tailed, p = .05. For each method, values in each row are empirical estimates ot the Type I error rate.