Table 3a.
Means and Standard Deviations of Eigenvalue Estimates Across the Parallel Analyses Using Principal Component Analysis with No Rotation
Data Set | Mean (SD)
|
|||
---|---|---|---|---|
N | P | Mean | 2.5th centile | 97.5th centile |
First eigenvalue | ||||
l | l | 1.620 (0.002) | 1.438 (0.003) | 1.853 (0.007) |
m | l | 1.295 (0.001) | 1.214 (0.001) | 1.396 (0.002) |
h | l | 1.144 (<0.001) | 1.105 (0.001) | 1.191 (0.001) |
l | m | 2.244 (0.002) | 2.034 (0.003) | 2.508 (0.008) |
m | m | 1.568 (0.001) | 1.479 (0.001) | 1.676 (0.002) |
h | m | 1.269 (<0.001) | 1.230 (<0.001) | 1.316 (0.001) |
l | h | 3.052 (0.002) | 2.807 (0.004) | 3.349 (0.004) |
m | h | 1.894 (0.001) | 1.796 (0.002) | 2.008 (0.002) |
h | h | 1.414 (<0.001) | 1.374 (0.001) | 1.462 (0.001) |
Third eigenvalue | ||||
l | l | 1.264 (0.001) | 1.155 (0.002) | 1.385 (0.002) |
m | l | 1.135 (<0.001) | 1.081 (0.001) | 1.195 (0.002) |
h | l | 1.068 (<0.001) | 1.043 (0.001) | 1.096 (0.001) |
l | m | 1.857 (0.001) | 1.723 (0.004) | 2.009 (0.002) |
m | m | 1.408 (<0.001) | 1.348 (0.001) | 1.474 (0.001) |
h | m | 1.199 (<0.001) | 1.172 (0.001) | 1.230 (0.001) |
l | h | 2.622 (0.002) | 2.467 (0.003) | 2.791 (0.004) |
m | h | 1.733 (<0.001) | 1.668 (0.001) | 1.806 (0.002) |
h | h | 1.346 (<0.001) | 1.318 (<0.001) | 1.377 (0.001) |
Fifth eigenvalue | ||||
l | l | 1.021 (0.001) | 0.926 (0.002) | 1.118 (0.002) |
m | l | 1.018 (<0.001) | 0.972 (0.001) | 1.066 (0.001) |
h | l | 1.012 (<0.001) | 0.990 (0.001) | 1.036 (0.001) |
l | m | 1.598 (0.001) | 1.487 (0.003) | 1.715 (0.002) |
m | m | 1.298 (<0.001) | 1.250 (0.001) | 1.352 (0.001) |
h | m | 1.149 (<0.001) | 1.125 (0.001) | 1.174 (0.001) |
l | h | 2.331 (0.001) | 2.204 (0.002) | 2.469 (0.003) |
m | h | 1.621 (<0.001) | 1.568 (0.001) | 1.679 (0.001) |
h | h | 1.299 (<0.001) | 1.275 (<0.001) | 1.324 (0.001) |
Analyses using 5,000 iterations each, and ten different distributional methods.