Assuming there is a relationship, what is the strength of this relationship, using the PHI formula ? Political Views Class Standing Freshman and Sophomore Class Standing Junior and Senior Totals Liberal 40 43 83 Moderate 50 50 100 Conservative 44 40
Assuming there is a relationship, what is the strength of this relationship, using the PHI formula ? Political Views Class Standing Freshman and Sophomore Class Standing Junior and Senior Totals Liberal 40 43 83 Moderate 50 50 100 Conservative 44 40
Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
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Assuming there is a relationship, what is the strength of this relationship, using the PHI formula ?
-
Political Views
Class Standing
Freshman and Sophomore
Class Standing
Junior and Senior
Totals
Liberal
40
43
83
Moderate
50
50
100
Conservative
44
40
84
Totals
134
133
267
Expert Solution
Step 1
Given:
The table is shown as,
Political Views |
Class Standing Freshman and Sophomore |
Class Standing Junior and Senior |
Totals |
Liberal |
40 |
43 |
83 |
Moderate |
50 |
50 |
100 |
Conservative |
44 |
40 |
84 |
Totals |
134 |
133 |
267 |
Step 2
The calculation as follows,
Observed Frequencies | |||
Freshman and Sophomore | Junior and Senior | Total | |
Liberal | 40 | 43 | 83 |
Moderate | 50 | 50 | 100 |
Conservative | 44 | 40 | 84 |
Total | 134 | 133 | 267 |
Expected Frequencies | |||
Freshman and Sophomore | Junior and Senior | Total | |
Liberal | 134 * 83 / 267 = 41.6554 | 133 * 83 / 267 = 41.3446 | 83 |
Moderate | 134 * 100 / 267 = 50.1873 | 133 * 100 / 267 = 49.8127 | 100 |
Conservative | 134 * 84 / 267 = 42.1573 | 133 * 84 / 267 = 41.8427 | 84 |
Total | 134 | 133 | 267 |
(fo-fe)²/fe | |||
Liberal | (40 - 41.6554)²/41.6554 = 0.0658 | (43 - 41.3446)²/41.3446 = 0.0663 | |
Moderate | (50 - 50.1873)²/50.1873 = 0.0007 | (50 - 49.8127)²/49.8127 = 0.0007 | |
Conservative | (44 - 42.1573)²/42.1573 = 0.0805 | (40 - 41.8427)²/41.8427 = 0.0811 |
Step 3
The Null and Alternative hypothesis as follows,
Ho: Factors are independent.
H1: Factor are dependent.
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