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.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
100%
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.
Expert Solution
steps

Step by step

Solved in 4 steps with 2 images

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman