SUMMARY OUTPUT Regression Statistics Multiple R R Square 0.857 0.734 Adjusted R Square 0.703 Standard Error 5.366 Observations 20 ANOVA df MS Significance F 0.00 Regression 2 1350.76 675.38 23.46 Residual 17 489.44 28.79 Total 19 1840.20 Coefficients Standard Error tStat P-value Lower 95% Upper 95% Intercept 67.67 2.82 24.03 0.00 61.73 73.61 hours 5.56 0.90 6.18 0.00 3.66 7.45 prep exams -0.60 0.91 -0.66 0.52 -2.53 1.33 a. What is the value of r?? What is the practical meaning of this value? b. What is the coefficient of Hours? Interpret this value.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Please help me to interpret all the value. 

SUMMARY OUTPUT
Regression Statistics
Multiple R
R Square
0.857
0.734
Adjusted R Square
0.703
Standard Error
5.366
Observations
20
ANOVA
df
MS
F
Significance F
Regression
2
1350.76 675.38
23.46
0.00
Residual
17
489.44 28.79
Total
19
1840.20
Coefficients Standard Error t Stat P-value
Lower 95% Upper 95%
Intercept
67.67
2.82 24.03
0.00
61.73
73.61
hours
5.56
0.90
6.18
0.00
3.66
7.45
prep_exams
-0.60
0.91 -0.66
0.52
-2.53
1.33
a. What is the value of r?? What is the _practical meaning of this value?
b. What is the coefficient of Hours? Interpret this value.
Transcribed Image Text:SUMMARY OUTPUT Regression Statistics Multiple R R Square 0.857 0.734 Adjusted R Square 0.703 Standard Error 5.366 Observations 20 ANOVA df MS F Significance F Regression 2 1350.76 675.38 23.46 0.00 Residual 17 489.44 28.79 Total 19 1840.20 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept 67.67 2.82 24.03 0.00 61.73 73.61 hours 5.56 0.90 6.18 0.00 3.66 7.45 prep_exams -0.60 0.91 -0.66 0.52 -2.53 1.33 a. What is the value of r?? What is the _practical meaning of this value? b. What is the coefficient of Hours? Interpret this value.
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