Data | method | Before rotation | After rotation | ||||
variance | variance contribution rate % | accumulation% | variance | variance contribution rate % | accumulation % | ||
Normal set of data | Traditional factor analysis | 3.46 | 49.5 | 49.5 | 3.14 | 44.8 | 44.8 |
2.80 | 40.1 | 89.5 | 3.13 | 44.7 | 89.5 | ||
Robust factor analysis | 3.61 | 51.6 | 51.6 | 3.26 | 46.6 | 46.6 | |
2.81 | 40.2 | 91.8 | 3.16 | 45.2 | 91.8 | ||
Data with an outlier | Traditional factor analysis | 4.55 | 64.9 | 64.9 | 3.58 | 51.2 | 51.2 |
2.00 | 28.6 | 93.5 | 2.96 | 42.3 | 93.5 | ||
Robust factor analysis | 3.35 | 47.9 | 47.9 | 3.26 | 46.6 | 46.6 | |
2.98 | 42.6 | 90.5 | 3.16 | 45.2 | 91.8 | ||
Data with four outliers | Traditional factor analysis | 4.65 | 66.4 | 66.4 | 3.47 | 49.6 | 49.6 |
1.62 | 23.2 | 89.6 | 2.80 | 39.9 | 89.6 | ||
Robust factor analysis | 3.61 | 51.6 | 51.6 | 3.26 | 46.6 | 46.6 | |
2.81 | 40.2 | 91.8 | 3.16 | 45.2 | 91.8 |