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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?

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section: Chapter Questions
Problem 6SGR
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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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