MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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The superintendent of a school district wanted to predict the percentage of students passing a sixth-grade proficiency test. She obtained the data on percentage of students passing the proficiency test (% Passing), mean teacher salary
in thousands of dollars (Salaries), and instructional spending per pupil in thousands of dollars (Spending) of 47 schools in the state.
Following is the multiple regression output with Y = % Passing as the dependent variable, X, = Salaries and X, = Spending.
E Click the icon to view the results.
Determine whether the following statement is true or false: You can conclude definitively that mean teacher salary individually has no impact on the mean percentage of students passing the proficiency test, taking into account the effect
of instructional spending per pupil, at a 1% level of significance based solely on but not actually computing the 99% confidence interval estimate for B1.
Regression Statistics
O False
Regression Statistics
Multiple R
0.4276
O True
R Square
0.1828
Adjusted R Square
0.1457
Standard Error
5.7351
Observations
47
ANOVA
df
SS
MS
F
Significance F
Regression
2
323.8284
161.9142
4.9227
0.0118
Residual
44
1447.2094
32.8911
Total
46
1771.0378
Coefficients
Standard Error
t Stat
P-value
Lower 95%
Upper 95%
Intercept
-72.9916
45.9106
-1.5899
0.1190
-165.5184
19.5352
Salary
2.7939
0.8974
3.1133
0.0032
0.9853
4.6025
Spending
0.3742
0.9782
0.3825
0.7039
-1.5972
2.3455
Print
Done
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Transcribed Image Text:The superintendent of a school district wanted to predict the percentage of students passing a sixth-grade proficiency test. She obtained the data on percentage of students passing the proficiency test (% Passing), mean teacher salary in thousands of dollars (Salaries), and instructional spending per pupil in thousands of dollars (Spending) of 47 schools in the state. Following is the multiple regression output with Y = % Passing as the dependent variable, X, = Salaries and X, = Spending. E Click the icon to view the results. Determine whether the following statement is true or false: You can conclude definitively that mean teacher salary individually has no impact on the mean percentage of students passing the proficiency test, taking into account the effect of instructional spending per pupil, at a 1% level of significance based solely on but not actually computing the 99% confidence interval estimate for B1. Regression Statistics O False Regression Statistics Multiple R 0.4276 O True R Square 0.1828 Adjusted R Square 0.1457 Standard Error 5.7351 Observations 47 ANOVA df SS MS F Significance F Regression 2 323.8284 161.9142 4.9227 0.0118 Residual 44 1447.2094 32.8911 Total 46 1771.0378 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept -72.9916 45.9106 -1.5899 0.1190 -165.5184 19.5352 Salary 2.7939 0.8974 3.1133 0.0032 0.9853 4.6025 Spending 0.3742 0.9782 0.3825 0.7039 -1.5972 2.3455 Print Done
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