Table 2. Correlation coefficient (10%, 20%, 30%, 40% and 50% scenarios).
Indicators | % missings | NIPALS-PCA | EM-PCA | IM |
---|---|---|---|---|
r | 10 | 0,90 [0,89; 0,91] | 0,88 [0,88; 0,89] | 0,76 [0,75; 0,76] |
20 | 0,89 [0,88; 0,89] | 0,88 [0,88; 0,89] | 0,76 [0,75; 0,76] | |
30 | 0,87 [0,87; 0,88] | 0,87 [0,86; 0,88] | 0,75 [0,75; 0,76] | |
40 | 0,86 [0,85; 0,86] | 0,86 [0,86; 0,86] | 0,75 [0,75; 0,76] | |
50 | 0,84 [0,83; 0,84] | 0,85 [0,85; 0,86] | 0,75 [0,75; 0,75] |
Source: Own authorship.
*Average; [Minimum value, Maximum value]