Answer the following questions based on the PCA: • How many principle components were created? • What percent of total variance is accounted for by the calculated principal components? (Round to 2 decimal places) • What are the weights for computing the first principle component scores? (Round to 4 decimal places) • x1: • x2: • x3:

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.5: Comparing Sets Of Data
Problem 13PPS
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Perform PCA or principle component analysis on the following data:
х1
x2
x3
810.6
13.4
42.93
1775
24.2
32.319
430.4
5.7
60.434
459.8
9
21.398
802.4
13.9
55.778
279.6
20.4
53.236
288.4
4.6
63.208
152.7
7.3
59.727
253.4
9.9
48.037
358.6
13.5
48.288
72
12.8
36.507
205
5.9
37.195
253.6
15.8
36.964
416.5
12.3
42.83
1075.9
17.1
39.684
Answer the following questions based on the PCA:
• How many principle components were created?
• What percent of total variance is accounted for by the calculated principal components? (Round to 2 decimal places)
• What are the weights for computing the first principle component scores? (Round to 4 decimal places)
o x1:
• x2:
o x3:
Transcribed Image Text:Perform PCA or principle component analysis on the following data: х1 x2 x3 810.6 13.4 42.93 1775 24.2 32.319 430.4 5.7 60.434 459.8 9 21.398 802.4 13.9 55.778 279.6 20.4 53.236 288.4 4.6 63.208 152.7 7.3 59.727 253.4 9.9 48.037 358.6 13.5 48.288 72 12.8 36.507 205 5.9 37.195 253.6 15.8 36.964 416.5 12.3 42.83 1075.9 17.1 39.684 Answer the following questions based on the PCA: • How many principle components were created? • What percent of total variance is accounted for by the calculated principal components? (Round to 2 decimal places) • What are the weights for computing the first principle component scores? (Round to 4 decimal places) o x1: • x2: o x3:
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