Table 2 Results of the monte Carlo PCA, compared to Eigenvalues generated by the exploratory factor analysis
Factor | Eigenvalue | Difference | Proportion | Cumulative | Monte Carlo PCA | Decision |
|---|---|---|---|---|---|---|
1 | 6.24723 | 4.86156 | 0.3288 | 0.3288 | 1.414 | Retain |
2 | 1.38567 | 0.09332 | 0.0729 | 0.4017 | 1.334 | Retain |
3 | 1.29235 | 0.09375 | 0.068 | 0.4697 | 1.275 | Retain |
4 | 1.19859 | 0.20423 | 0.0631 | 0.5328 | 1.225 | Reject |