Table 3.
Estimated sample size under the alternative hypothesis needed to reject the null hypothesis with 70% or 90% power (α=.05).
| DGM | Power | ||||
|---|---|---|---|---|---|
| Model for HA | Condition of HA | Model for H0 | 70% | 90% | |
| Cholesky with GxM | high rAM | high AxM | Chol | 25 | 40 |
| high rAM | low AxM | 20 | 31 | ||
| low rAM | high AxM | 25 | 38 | ||
| low rAM | low AxM | 18 | 28 | ||
| high rAM | high AxM | NLMain | 30 | 46 | |
| high rAM | low AxM | 22 | 33 | ||
| low rAM | high AxM | 26 | 40 | ||
| low rAM | low AxM | 22 | 33 | ||
| high rAM | high AxM | NLMainGxM | 570 | 910 | |
| high rAM | low AxM | 545 | 720 | ||
| low rAM | high AxM | 250 | 395 | ||
| low rAM | low AxM | 280 | 440 | ||
|
| |||||
| NL Main Effects with GxM | large β2 | NLMain | 40 | 65 | |
| small β2 | 150 | 165 | |||
|
| |||||
| NL Main Effects | large β2 | LinMain | 150 | 255 | |
| small β2 | 1680 | 1930 | |||