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Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
6th Edition
ISBN:9781337111348
Author:Bruce Crauder, Benny Evans, Alan Noell
Publisher:Bruce Crauder, Benny Evans, Alan Noell
Chapter5: A Survey Of Other Common Functions
Section5.4: Combining And Decomposing Functions
Problem 18E
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Please help me to write the interpretation for ANOVA and linear regression for both countries in Austria and United Kingdom (Attachment is there)

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 .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
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
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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