Principal Components: on Correlations
Variance estimation: Row-wise
Summary Plots
| Select component
|
Component 1
|
Component 2
|
Eigenvalues
| Number | Eigenvalue | Percent | | Cum Percent |
|---|
| 1 | 3.405883 | 56.765 | 
| 56.765 |
| 2 | 2.428264 | 40.471 | 
| 97.236 |
| 3 | 0.055178 | 0.920 | 
| 98.155 |
| 4 | 0.043088 | 0.718 | 
| 98.874 |
| 5 | 0.036400 | 0.607 | 
| 99.480 |
| 6 | 0.031187 | 0.520 | 
| 100.000 |
Eigenvectors
| Prin1 | Prin2 | Prin3 | Prin4 | Prin5 | Prin6 |
|---|
| Property1 | 0.42717 | -0.38042 | 0.14610 | -0.67605 | -0.16570 | 0.40860 |
| Property2 | 0.46123 | -0.32283 | -0.20599 | -0.06621 | 0.05681 | -0.79562 |
| Property3 | 0.35652 | -0.47133 | 0.27266 | 0.67119 | 0.20944 | 0.28643 |
| Property4 | 0.42047 | 0.38999 | -0.48699 | -0.05049 | 0.60364 | 0.25890 |
| Property5 | 0.44798 | 0.34578 | -0.22297 | 0.28166 | -0.73516 | 0.10119 |
| Property6 | 0.31656 | 0.50721 | 0.75829 | -0.07869 | 0.14355 | -0.20182 |
Loading Matrix
| Prin1 | Prin2 | Prin3 | Prin4 | Prin5 | Prin6 |
|---|
| Property1 | 0.78835 | -0.59281 | 0.03432 | -0.14033 | -0.03161 | 0.07216 |
| Property2 | 0.85120 | -0.50306 | -0.04839 | -0.01374 | 0.01084 | -0.14051 |
| Property3 | 0.65795 | -0.73446 | 0.06405 | 0.13932 | 0.03996 | 0.05058 |
| Property4 | 0.77597 | 0.60772 | -0.11439 | -0.01048 | 0.11517 | 0.04572 |
| Property5 | 0.82675 | 0.53883 | -0.05237 | 0.05847 | -0.14026 | 0.01787 |
| Property6 | 0.58421 | 0.79037 | 0.17812 | -0.01633 | 0.02739 | -0.03564 |
Plot of Loading Matrix
