Question
1.Using the multiple regression output provided below, report the linear equation. 2.Find a predicted value of juvenile delinquency (Y) based on the linear equation with
1.Using the multiple regression output provided below, report the linear equation.
2.Find a predicted value of juvenile delinquency (Y) based on the linear equation with the following values for independent variables:
TV: 10 hours
Parent: score of 6
Friends: 7 friends
Morals: score of 16
Output
The results of a multivariate regression analysis predicting juvenile delinquency based on age and biological sex are below:
Model summary
R R Square
.656 .431
Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
1 .656a .431 .429 29.671
a. Predictors: (Constant), morally wrong scale, hours watch tv per week, parental supervision scale, friends behavior
ANOVA
df F Sig
Regression 4 239.731 .000
Residual 1267
Total 1271
ANOVAa
Model Sum of Squares df Mean Square F Sig.
Regression 844205.405 4 211051.351 239.731 .000b
Residual 1115423.915 1267 880.366
Total 1959629.320 1271
a. Dependent Variable: time 1 delinquency scale
b. Predictors: (Constant), morally wrong scale, hours watch tv per week, parental supervision scale, friends behavior
Coefficients
Unstandardized Coefficients Standardized Coefficients
Model b Std. Error Beta t Sig.
(constant) 87.890 9.100 9.659 .000
TV -.063 .068 -.020 -.928 .353
Parent -3.503 .667 -.123 -5.253 .000
Friends 5.603 .388 .371 14.451 .000
Morals -4.551 .384 -.306 -11.848 .000
Coefficientsa
Unstandardized Coefficients Standardized Coefficients
Model B Std. Error Beta t Sig.
(Constant) 87.890 9.100 9.659 .000
hours watch tv per week -.063 .068 -.020 -.928 .353
parental supervision scale -3.503 .667 -.123 -5.253 .000
friends behavior 5.603 .388 .371 14.451 .000
morally wrong scale -4.551 .384 -.306 -11.848 .000
a. Dependent Variable: time 1 delinquency scale
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