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Which of the independent variables retains the strongest association with the number of children a respondent has when all other variables in the model are controlled?  What is that association?  Which has the weakest when other variables are controlled?

Which of the independent variables retains the strongest association with the number of children a respondent has when all other variables in the model are controlled?  What is that association?  Which has the weakest when other variables are controlled?

College Algebra
College Algebra
7th Edition
ISBN:9781305115545
Author:James Stewart, Lothar Redlin, Saleem Watson
Publisher:James Stewart, Lothar Redlin, Saleem Watson
Chapter1: Equations And Graphs
Section: Chapter Questions
Problem 10T: Olympic Pole Vault The graph in Figure 7 indicates that in recent years the winning Olympic men’s...
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Which of the independent variables retains the strongest association with the number of children a respondent has when all other variables in the model are controlled?  What is that association?  Which has the weakest when other variables are controlled?

SDA 4.1.3: Regression General Social Survey 1972-2018 Cumulative Datafile Oct 27, 2021 (Wed 06:18 AM PDT) Variables Role Name Label Range MD Dataset Dependent CHILDS Number of children 0-8 -1,9 1 Independent AGE Age of respondent 18-89 0,98,99 1 Independent EDUC Highest year of school completed 0-20 -1,97-99 Independent PROTESTANT Other 0-1 2 Weight COMPWT Composite weight = WTSSALL * OVERSAMP * FORMWT .1912-11.1196 1 Regression Coefficients Test That Each Coefficient = 0 B SE(B) Beta SE(Beta) T-statistic Probability AGE .040 .000 .377 .004 104.623 .000 EDUC -.100 .002 -.175 .004 -48.667 .000 PROTESTANT .133 .013 .037 .004 10.329 .000 Constant 1.402 .035 40.369 .000 Color coding: <-2.0 <-1.0 <0.0 >0.0 >1.0 >2.0 T Effect of each variable: Negative Positive Multiple R = .446 R-Squared = .199 Adjusted R-Squared = .199 SE of Estimate (Root MSE) = 1.602 Global Tests for Groups of Variables Wald df Adjusted Group Chi-sq Numerator Denominator Wald F All independent variables 15,936.085 3 64043 5,311.862 .000 P= Probability that ALL B's in the group equal 0 Confidence Intervals (95 percent) Cells contain: Regression Coefficients -Upper limit -Lower limit в Beta .040 .039 .384 .370 AGE -.096 -.104 -.168 -.182 EDUC .159 .108 .044 .030 PROTESTANT Constant (Intercept) 1.470 1.334
Transcribed Image Text:SDA 4.1.3: Regression General Social Survey 1972-2018 Cumulative Datafile Oct 27, 2021 (Wed 06:18 AM PDT) Variables Role Name Label Range MD Dataset Dependent CHILDS Number of children 0-8 -1,9 1 Independent AGE Age of respondent 18-89 0,98,99 1 Independent EDUC Highest year of school completed 0-20 -1,97-99 Independent PROTESTANT Other 0-1 2 Weight COMPWT Composite weight = WTSSALL * OVERSAMP * FORMWT .1912-11.1196 1 Regression Coefficients Test That Each Coefficient = 0 B SE(B) Beta SE(Beta) T-statistic Probability AGE .040 .000 .377 .004 104.623 .000 EDUC -.100 .002 -.175 .004 -48.667 .000 PROTESTANT .133 .013 .037 .004 10.329 .000 Constant 1.402 .035 40.369 .000 Color coding: <-2.0 <-1.0 <0.0 >0.0 >1.0 >2.0 T Effect of each variable: Negative Positive Multiple R = .446 R-Squared = .199 Adjusted R-Squared = .199 SE of Estimate (Root MSE) = 1.602 Global Tests for Groups of Variables Wald df Adjusted Group Chi-sq Numerator Denominator Wald F All independent variables 15,936.085 3 64043 5,311.862 .000 P= Probability that ALL B's in the group equal 0 Confidence Intervals (95 percent) Cells contain: Regression Coefficients -Upper limit -Lower limit в Beta .040 .039 .384 .370 AGE -.096 -.104 -.168 -.182 EDUC .159 .108 .044 .030 PROTESTANT Constant (Intercept) 1.470 1.334
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