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

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Assuming there is a relationship, what is the strength of this relationship, using the PHI formula ?

  1. 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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