Model Summary
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
Please help me to write the interpretation for ANOVA and linear regression for both countries in Austria and United Kingdom (Attachment is there)

Transcribed Image Text:Model Summary
Change Statistics
Adjusted R
Square
Std. Error of
R Square
Durbin-
Model
R
R Square
the Estimate
Change
F Change
df1
df2
Sig. F Change
Watson
1
.290a
.084
-.018
20466.86203
.084
.827
3
27
.490
.436
a. Predictors: (Constant), Gross domestic savings (% of GDP) - Austria, Government Expenditure on secondary education - Austria (million US $),
Labour Force - Austria
b. Dependent Variable: Secondary Education, General Pupils - Austria
ANOVA
Sum of
Squares
df
Mean Square
F
Sig.
.490
Model
1
Regression
1039688524
3
346562841.4
.827
Residual
11310095913
27
418892441.2
Total
12349784438
30
a. Dependent Variable: Secondary Education, General Pupils - Austria
b. Predictors: (Constant), Gross domestic savings (% of GDP) - Austria, Government
Expenditure on secondary education - Austria (million US $), Labour Force - Austria
Coefficients
Standardized
Unstandardized Coefficients
Coefficients
95.0% Confidence Interval for B
Model
Std. Error
Beta
Sig.
Lower Bound
Upper Bound
1
(Constant)
418486.951
112006.019
3.736
.001
188669.582
648304.319
Government Expenditure
on secondary education -
Austria (million US $)
-.051
3.624
-.006
-.014
.989
-7.487
7.385
Labour Force - Austria
-.022
.029
-.343
-.770
.448
-.082
.037
Gross domestic savings
(% of GDP) - Austria
5060.474
3982.286
.293
1.271
.215
-3110.501
13231.449
a. Dependent Variable: Secondary Education, General Pupils - Austria
Residuals Statistics
Minimum
Maximum
Mean
Std. Deviation
Predicted Value
453035.7188
472523.2500
462518.8158
5886.95882
31
Residual
-43634.33984
32698.30273
.00000
19416.57017
31
Std. Predicted Value
-1.611
1.699
.000
1.000
31
Std. Residual
-2.132
1.598
.000
.949
31
a. Dependent Variable: Secondary Education, General Pupils - Austria

Transcribed Image Text:Model Summary
Change Statistics
Adjusted R
Square
Std. Error of
R Square
Durbin-
Model
R
R Square
the Estimate
Change
F Change
df1
df2
Sig. F Change
Watson
1
.874a
.764
.738
128741.3058
.764
29.156
3
27
.000
.826
a. Predictors: (Constant), Gross domestic savings (% of GDP) - UK, Labour Force - UK, Government Expenditure on secondary education - UK (million
US $)
b. Dependent Variable: Secondary Education, General Pupils - United Kingdom
ANOVA
Sum of
Mean Square
Sig.
.000
Model
Squares
df
F
1
Regression
1.450E+12
3
4.832E+11
29.156
Residual
4.475E+11
27
16574323823
Total
1.897E+12
30
a. Dependent Variable: Secondary Education, General Pupils - United Kingdom
b. Predictors: (Constant), Gross domestic savings (% of GDP) - UK, Labour Force - UK,
Government Expenditure on secondary education - UK (million US $)
Coefficients
Standardized
Coefficients
Unstandardized Coefficients
95.0% Confidence Interval for B
Model
В
Std. Error
Beta
Sig.
Lower Bound
Upper Bound
1
(Constant)
6570154.981
786813.841
8.350
.000
4955746.333
8184563.630
Government Expenditure
on secondary education -
UK (million US $)
19.652
2.813
1.520
6.986
.000
13.880
25.424
Labour Force - UK
-.105
.029
-.797
-3.668
.001
-.163
-.046
Gross domestic savings
(% of GDP) - UK
4341.732
12614.627
.032
.344
.733
-21541.344
30224.808
a. Dependent Variable: Secondary Education, General Pupils - United Kingdom
Residuals Statistics
Minimum
Maximum
Mean
Std. Deviation
N
Predicted Value
3936285.000
4720230.000
4272214.141
219827.6759
31
Residual
-230574.6250
314570.6563
.00000
122134.7266
31
Std. Predicted Value
-1.528
2.038
.000
1.000
31
Std. Residual
-1.791
2.443
.000
.949
31
a. Dependent Variable: Secondary Education, General Pupils - United Kingdom
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