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 Upper 95% 73.61 Coefficients Standard Error t Stat P-value Lower 95% Intercept 67.67 2.82 24.03 0.00 61.73 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

Holt Mcdougal Larson Pre-algebra: Student Edition 2012
1st Edition
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Chapter1: Variables, Expressions, And Integers
Section: Chapter Questions
Problem 6PSP
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Question

Please provide a neat interpretation. Thank you

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
SS
MS
Significance F
F
Regression
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%
73.61
Intercept
67.67
2.82 24.03
0.00
61.73
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
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 SS MS Significance F F Regression 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% 73.61 Intercept 67.67 2.82 24.03 0.00 61.73 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
b. What is the coefficient of Hours? Interpret this value.
c. What is the coefficient of Prep Exam? Interpret this value.
Transcribed Image Text:b. What is the coefficient of Hours? Interpret this value. c. What is the coefficient of Prep Exam? Interpret this value.
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