Discover a wealth of knowledge at Westonci.ca, where experts provide answers to your most pressing questions. Discover in-depth solutions to your questions from a wide range of experts on our user-friendly Q&A platform. Connect with a community of professionals ready to provide precise solutions to your questions quickly and accurately.
Sagot :
To determine the value of \( r^2 \) given the independent-measures \( t \) statistic and the sample size, we will go through the following steps:
1. Determine the degrees of freedom (df):
For independent-measures \( t \)-tests, the degrees of freedom are calculated based on the sample size minus one for each group. Since there are two samples, the total degrees of freedom is:
[tex]\[ df = (n - 1) + (n - 1) = 2(n - 1) \][/tex]
Given \( n = 9 \), we have:
[tex]\[ df = 2(9 - 1) = 2 \cdot 8 = 16 \][/tex]
2. Calculate \( r^2 \):
The effect size \( r^2 \) is calculated using the formula:
[tex]\[ r^2 = \frac{t^2}{t^2 + df} \][/tex]
Given \( t = 2.00 \) and \( df = 16 \), we can substitute these values into the formula:
[tex]\[ r^2 = \frac{2.00^2}{2.00^2 + 16} \][/tex]
Calculate \( t^2 \):
[tex]\[ 2.00^2 = 4 \][/tex]
Substitute back into the formula:
[tex]\[ r^2 = \frac{4}{4 + 16} = \frac{4}{20} \][/tex]
3. Compare with the given choices:
From the answer choices provided:
[tex]\[ A. \frac{4}{16} \][/tex]
[tex]\[ B. \frac{4}{20} \][/tex]
[tex]\[ C. \frac{2}{16} \][/tex]
[tex]\[ D. \frac{2}{18} \][/tex]
You can see that the correct match for the computed \( r^2 = \frac{4}{20} \).
Therefore, the correct answer is [tex]\( B \)[/tex].
1. Determine the degrees of freedom (df):
For independent-measures \( t \)-tests, the degrees of freedom are calculated based on the sample size minus one for each group. Since there are two samples, the total degrees of freedom is:
[tex]\[ df = (n - 1) + (n - 1) = 2(n - 1) \][/tex]
Given \( n = 9 \), we have:
[tex]\[ df = 2(9 - 1) = 2 \cdot 8 = 16 \][/tex]
2. Calculate \( r^2 \):
The effect size \( r^2 \) is calculated using the formula:
[tex]\[ r^2 = \frac{t^2}{t^2 + df} \][/tex]
Given \( t = 2.00 \) and \( df = 16 \), we can substitute these values into the formula:
[tex]\[ r^2 = \frac{2.00^2}{2.00^2 + 16} \][/tex]
Calculate \( t^2 \):
[tex]\[ 2.00^2 = 4 \][/tex]
Substitute back into the formula:
[tex]\[ r^2 = \frac{4}{4 + 16} = \frac{4}{20} \][/tex]
3. Compare with the given choices:
From the answer choices provided:
[tex]\[ A. \frac{4}{16} \][/tex]
[tex]\[ B. \frac{4}{20} \][/tex]
[tex]\[ C. \frac{2}{16} \][/tex]
[tex]\[ D. \frac{2}{18} \][/tex]
You can see that the correct match for the computed \( r^2 = \frac{4}{20} \).
Therefore, the correct answer is [tex]\( B \)[/tex].
We hope this information was helpful. Feel free to return anytime for more answers to your questions and concerns. Thanks for stopping by. We strive to provide the best answers for all your questions. See you again soon. Find reliable answers at Westonci.ca. Visit us again for the latest updates and expert advice.