Second principal component 3 2 1 0 1 2 3 3 1 0 First principal component (b) The variances of each of the principal components are given in Table 11: Figure 10 2 Table 11 Component Variance 1 2 3 4 5 Total 1.56 1.23 0.98 0.64 0.59 5.00 2 3 Using this table, calculate the percentage variance explained by the fourth component and the cumulative percentage variance explained by the first 2 components. Hence comment on how well the components displayed in Figure 10 represent the variation in the data.

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Second principal component
3
2
1
0
L
2
3
2
Figure 10
0
1
First principal component
(b) The variances of each of the principal components are given in Table 11:
Table 11
Component Variance
1
2
3
4
5
Total
2 3
1.56
1.23
0.98
0.64
0.59
5.00
Using this table, calculate the percentage variance explained by the fourth component and the
cumulative percentage variance explained by the first 2 components. Hence comment on how
well the components displayed in Figure 10 represent the variation in the data.
Transcribed Image Text:Second principal component 3 2 1 0 L 2 3 2 Figure 10 0 1 First principal component (b) The variances of each of the principal components are given in Table 11: Table 11 Component Variance 1 2 3 4 5 Total 2 3 1.56 1.23 0.98 0.64 0.59 5.00 Using this table, calculate the percentage variance explained by the fourth component and the cumulative percentage variance explained by the first 2 components. Hence comment on how well the components displayed in Figure 10 represent the variation in the data.
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