Read and analyze the result above using the Simple Linear Regression.   Question: What is the effect size of the study? A. R square = 0.48; cannot be determined B. R square = 0.48; large effect C. R square = 0.48; medium effect D. R square = 0.48; small effect

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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Read and analyze the result above using the Simple Linear Regression.   Question: What is the effect size of the study? A. R square = 0.48; cannot be determined B. R square = 0.48; large effect C. R square = 0.48; medium effect D. R square = 0.48; small effect
1 SUMMARY OUTPUT
2
WN
3
Regression Statistics
4 Multiple R
5 R Square
6 Adjusted R Square
7 Standard Error
8 Observations
9
10 ANOVA
11
12 Regression
13 Residual
14 Total
15
16
17 Intercept
18 Math Score (X)
0.69305253
0.480321809
0.307095745
10.44664636
df
5
SS
MS
F
1 302.6027397 302.6027397 2.772803
3 327.3972603 109.1324201
4
630
Significance F
0.19446749
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
26.78082192 30.51824016 0.877534936 0.444799 -70.34183872 123.9034826 -70.34183872 123.9034826
0.643835616 0.386647728 1.665173669 0.194467 -0.586650018 1.874321251 -0.586650018 1.874321251
Transcribed Image Text:1 SUMMARY OUTPUT 2 WN 3 Regression Statistics 4 Multiple R 5 R Square 6 Adjusted R Square 7 Standard Error 8 Observations 9 10 ANOVA 11 12 Regression 13 Residual 14 Total 15 16 17 Intercept 18 Math Score (X) 0.69305253 0.480321809 0.307095745 10.44664636 df 5 SS MS F 1 302.6027397 302.6027397 2.772803 3 327.3972603 109.1324201 4 630 Significance F 0.19446749 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% 26.78082192 30.51824016 0.877534936 0.444799 -70.34183872 123.9034826 -70.34183872 123.9034826 0.643835616 0.386647728 1.665173669 0.194467 -0.586650018 1.874321251 -0.586650018 1.874321251
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