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.
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
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.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fa6c8ed7d-75cc-4e27-869e-3ad6a1efc0b4%2F5e4a9385-01c2-4794-b86c-36832176633a%2F8vzgs3d_processed.jpeg&w=3840&q=75)
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
![](/static/compass_v2/shared-icons/check-mark.png)
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 4 steps with 2 images
![Blurred answer](/static/compass_v2/solution-images/blurred-answer.jpg)
Recommended textbooks for you
![MATLAB: An Introduction with Applications](https://www.bartleby.com/isbn_cover_images/9781119256830/9781119256830_smallCoverImage.gif)
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
![Probability and Statistics for Engineering and th…](https://www.bartleby.com/isbn_cover_images/9781305251809/9781305251809_smallCoverImage.gif)
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
![Statistics for The Behavioral Sciences (MindTap C…](https://www.bartleby.com/isbn_cover_images/9781305504912/9781305504912_smallCoverImage.gif)
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
![MATLAB: An Introduction with Applications](https://www.bartleby.com/isbn_cover_images/9781119256830/9781119256830_smallCoverImage.gif)
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
![Probability and Statistics for Engineering and th…](https://www.bartleby.com/isbn_cover_images/9781305251809/9781305251809_smallCoverImage.gif)
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
![Statistics for The Behavioral Sciences (MindTap C…](https://www.bartleby.com/isbn_cover_images/9781305504912/9781305504912_smallCoverImage.gif)
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…](https://www.bartleby.com/isbn_cover_images/9780134683416/9780134683416_smallCoverImage.gif)
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
![The Basic Practice of Statistics](https://www.bartleby.com/isbn_cover_images/9781319042578/9781319042578_smallCoverImage.gif)
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](https://www.bartleby.com/isbn_cover_images/9781319013387/9781319013387_smallCoverImage.gif)
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman