Table 4.
Parameter estimates from the adjusted three-step approach including the direct covariate effect at step-1
| Study conditions | Estimated parameters | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No. | C on z |
x with z |
y on z | Class 1 | Class 2 | Step-1 | Step-3 | ||||||||||||
| Intercept (β00=.00) |
Slope (β10=.20) |
Intercept (β01=.50) |
Slope (β11=.70) |
Class mean (α0=.00) |
y on z (β2) | C on z (γ0) | Int. Prob (α0=.00) |
||||||||||||
| 1 | 0 | 0 | 0 | .01 | (.05) | .20 | (.04) | .50 | (.04) | .70 | (.03) | −.02 | (.25) | .00 | (01) | −.01 | (.07) | −.02 | (.25) |
| 2 | 0 | .5 | 0 | .00 | (.05) | .20 | (.04) | .50 | (.04) | .70 | (.03) | .02 | (.24) | .00 | (.01) | .07 | (.41) | .02 | (.27) |
| 3 | 0 | 0 | .5 | −.01 | (.05) | .19 | (.04) | .50 | (.04) | .70 | (.03) | −.03 | (.25) | .50 | (.01) | .00 | (.08) | −.03 | (.25) |
| 4 | 0 | .5 | .5 | −.01 | (.05) | .20 | (.04) | .50 | (.04) | .70 | (.03) | .00 | (.25) | .50 | (.01) | .08 | (.39) | .01 | (.28) |
| 5 | −.69 | 0 | 0 | .02 | (.05) | .20 | (.04) | .48 | (.04) | .70 | (.03) | .00 | (.25) | .06 | (.01) | −.49 | (.10) | .00 | (.26) |
| 6 | −.69 | .5 | 0 | .05 | (.06) | .17 | (.06) | .46 | (.03) | .66 | (.03) | −.26 | (.31) | .06 | (.01) | −.29 | (.37) | −.25 | (.36) |
| 7 | −.69 | 0 | .5 | .02 | (.05) | .20 | (.05) | .48 | (.04) | .70 | (.03) | .00 | (.26) | .56 | (.01) | −.48 | (.11) | −.01 | (.27) |
| 8 | −.69 | .5 | .5 | .04 | (.06) | .17 | (.06) | .46 | (.03) | .66 | (.03) | −.27 | (.30) | .56 | (.01) | −.27 | (.28) | −.27 | (.32) |
| 9 | −1.1 | 0 | 0 | .04 | (.05) | .20 | (.05) | .46 | (.04) | .70 | (.04) | .01 | (.29) | .09 | (.01) | −.77 | (.15) | .01 | (.31) |
| 10 | −1.1 | .5 | 0 | .09 | (.10) | .16 | (.07) | .44 | (.03) | .65 | (.04) | −.35 | (.37) | .09 | (.01) | −.57 | (.41) | −.35 | (.44) |
| 11 | −1.1 | 0 | .5 | .04 | (.05) | .20 | (.05) | .46 | (.04) | .70 | (.03) | .02 | (.28) | .59 | (.01) | −.77 | (.16) | .01 | (.31) |
| 12a | −1.1 | .5 | .5 | .09 | (.06) | .17 | (.08) | .44 | (.04) | .66 | (.04) | −.32 | (.38) | .59 | (.01) | −.64 | (.62) | −.31 | (.53) |
Note.There was one extreme value (i.e., −90.03) and excluded from calculating the mean of the parameter estimates.