Table 2. Result of the MAP test.
Components partialed out | Squared partial correlation | 4th power partial correlation |
0 | 0.2859 | 0.1197 |
1 | 0.0929 | 0.0261 |
2 | 0.0714 | 0.0155 |
3 | 0.0308 | 0.0027 |
4 | 0.0339 | 0.0037 |
5 | 0.0358 | 0.0051 |
6 | 0.0340 | 0.0050 |
7 | 0.0348 | 0.0046 |
8 | 0.0391 | 0.0053 |
9 | 0.0439 | 0.0064 |
10 | 0.0475 | 0.0075 |
11 | 0.0525 | 0.0088 |
12 | 0.0538 | 0.0081 |
13 | 0.0586 | 0.0097 |
14 | 0.0671 | 0.0134 |
15 | 0.0739 | 0.0151 |
16 | 0.0829 | 0.0195 |
17 | 0.0951 | 0.0235 |
18 | 0.1099 | 0.0322 |
19 | 0.1331 | 0.0450 |
20 | 0.1537 | 0.0563 |
21 | 0.1800 | 0.0728 |
22 | 0.2034 | 0.0927 |
23 | 0.2633 | 0.1336 |
24 | 0.3550 | 0.2268 |
25 | 0.5434 | 0.4179 |
26 | 1 | 1 |
The average squared, as well as the 4th power partial correlation, are both smallest when 3 components are partialed out of the correlation matrix of the item responses.