TABLE 1.
Before Selection |
After Disproportionate Selection at Cluster-Level Only |
After Disproportionate Selection at Individual-Level Only |
After Disproportionate Selection at Both Levels |
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Infinite Population Parameters | Select on zj rwj,zj = .50 | Select on zj rwj,zj = .00 | Select on zj ; xij zj rwj,zj = .00 | Select on zj ; wj zj rwj,zj = .00 | Select on wj | Select on xij | Select on yij | At Stage 1, Select on zj At Stage 2, Select on zij rwj,zj = rzij,xij = .50 | |
Fixed effects | |||||||||
γ 00 | 2 | 6.98 | 7.59 | 7.60 | 7.59 | 2.00 | 2.00 | 3.43 | 12.41 |
γ 10 | 3 | 3.00 | 3.00 | 8.60 | 3.00 | 3.00 | 3.00 | 2.59 | 3.43 |
γ 01 | 3 | 3.44 | 3.00 | 3.00 | 8.60 | 3.00 | 3.00 | 2.40 | 3.43 |
Variance comp. | |||||||||
τ 00 | 1 | 2.29 | 2.45 | 2.46 | 8.27 | 1.00 | 1.00 | .71 | 2.29 |
τ 01 | 0 | .00 | .00 | 1.45 | .01 | .00 | .00 | −.09 | .01 |
τ 11 | 1 | .99 | 1.00 | 2.45 | 1.00 | 1.00 | 1.00 | 1.03 | 1.01 |
Note. xij is a Level 1 independent variable from Equation (6). wj is a Level 2 independent variable from Equation (6). zj is an omitted Level 2 selection variable; γzj = 2. xijzj is an omitted interaction term between a Level 1 independent variable and Level 2 selection variable; γxijzj = 2. wjzj is an omitted interaction term between a Level 2 independent variable and Level 2 selection variable; γwjzj = 2. zij is an omitted Level 1 selection variable; γzij = 2. Note that selection always occurred at the mean of the designated selection variable. Variance comp. = variance components.