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