Using the regression output, determine the regression equation that predicts the English diagnostic test score.
Using the regression output, determine the regression equation that predicts the English diagnostic test score.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
a. Using the regression output, determine the regression equation that predicts the English diagnostic test score.

Transcribed Image Text:2.2
The ABS has produced the following regression analysis regarding the English diagnostic test score of the international students enrolled at 20 Australian universities in 2020.
Regression Statistics
Multiple R
R Square
Adjusted R Square
Standard Error
Observations
ANOVA
Regression
Residual
Total
Intercept
Average IELTS
score
Year 12 average
score
Average age
0.975
0.951
0.933
1.752
20
df
5
14
19
2.632
SS
Coefficients Standard Error
26.940
8.810
0.501
-0.389
830.231
42.969
873.2
0.783
0.098
0.384
MS
166.046
3.069
t Stat
3.058
3.360
5.123
-1.013
F
54.101
P-value
0.009
0.005
0.000
0.003
Significance F
0.000
Lower 95%
8.044
0.952
0.291
-1.212
Upper 95%
45.836
4.312
0.710
0.434
Expert Solution
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Step 1
It is given that
Intercept = 26.940
Coef(IELTS) = 2.632
Coef(year 12) = 0.501
Coef(age) = -0.389
Step by step
Solved in 2 steps
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