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(Solved): 1.) Use the Multiple Regression procedure in SPSS to estimate the following model: Dependent Variab ...




1.) Use the Multiple Regression procedure in SPSS to estimate the following model:
Dependent Variable: Global warming is a re
[Dataset1] L; \Tueel_Louig|DATAlAuto Concepts.sav
Variables Entered/Removed \( { }^{\mathrm{a}} \)
a. Dependent Variable: Glo
a. Dependent Variable: Gicooal watming its a teal threat.
b. Predictors: (Constarth, Level of education. Age, Housohold inoor
Collinearity Diagnostics \( ^{\text {A }} \)
Collinearity Diagnostics \( ^{a} \)
a. Dependent Variable: Global warming is a r
1.) Use the Multiple Regression procedure in SPSS to estimate the following model: Dependent Variable: Global warming is a real threat. Predictors: Household income level, Age, Level of education - These are the independent variables, Note there are 3 independent variables to be included in model at the same time. For Method use "Enter". You will need the VIF and Cook's Distance(See the screenshots). a.) Discuss the following: R2, R, Overall F-test, VIF and Cook's Distance. Do the last 2 indicate any issues to be addressed? Why or why not? b.) Which of the sig. IVs are most important in influencing the dependent var? Why? [Dataset1] L; \Tueel_Louig|DATAlAuto Concepts.sav Variables Entered/Removed \( { }^{\mathrm{a}} \) a. Dependent Variable: Global warming is a real threat. b. All requested variables entered. Model Summary a. Predictors: (Constant), Level of education, Age, Household income level b. Dependent Variable: Global warming is a real threat. a. Dependent Variable: Gicooal watming its a teal threat. b. Predictors: (Constarth, Level of education. Age, Housohold inoorne itvel Coefficients \( ^{a} \) Coefficients \( ^{a} \) a. Dependent Variable: Global warming is a real threat. Collinearity Diagnostics \( ^{\text {A }} \) Collinearity Diagnostics \( ^{a} \) a. Dependent Variable: Global warming is a real threat. Residuals Statistics \( { }^{a} \) a. Dependent Variable: Global warming is a real threat.


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a) Discuss R2 R , and Overall F test, VIF , Cook's Distance R2 - R-square is used to check percentage of variation explained in response variables by
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