Asked by Mitchell Peters on May 07, 2024

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What is the effect size (Cramér's ) for a 3 × 3 table for N = 150 and a chi-square value = 9.49? Use the following formula: What is the effect size (Cramér's <font face=symbol></font>)  for a 3 × 3 table for N = 150 and a chi-square value = 9.49? Use the following formula:   A)  .25 B)  .06 C)  .03 D)  .18

A) .25
B) .06
C) .03
D) .18

Cramér's V

A measure of association between two nominal variables, providing a value between 0 and 1.

Effect Size

A numerical assessment that indicates the size of an occurrence or the intensity of a linkage between factors.

  • Acquire the ability to evaluate and determine effect sizes in the context of chi-square tests.
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BA
Bista AbhashMay 11, 2024
Final Answer :
D
Explanation :
To calculate Cramér's phi, we first need to calculate the square root of chi-square divided by N (number of observations):

sqrt(9.49/150) = 0.251

Then we use this value to calculate phi:

phi = sqrt(0.251 / (3-1)) = 0.354

Finally, we divide phi by the square root of the number of rows minus 1 (or the number of columns minus 1, which should be the same for a 3x3 table) to get the effect size:

0.354 / sqrt(2) = 0.250

So the effect size is approximately 0.25, which corresponds to choice D.