Question: Please help me to solve this in editable form, i need to copy paste its answer please. For this question, a regression model was created
Please help me to solve this in editable form, i need to copy paste its answer please.
For this question, a regression model was created and run to test the effect of a respondents parents and/or spouses level of educational attainment on the respondents own level of educational attainment, measured in years of school completed. The output was as follows:
MODEL RESULTS: R2 (adj.)= .378 F= 109.28 p< .001
Table of Coefficients:
| VARIABLE | B | Beta | t | p |
| (Constant) | 5.574 | |||
| Fathers Highest Yr. School Completed |
.095 |
.136 |
2.995 |
.003 |
| Mothers Highest Yr. School Completed |
.104 |
.121 |
2.600 |
.010 |
| Spouses Highest Yr. School Completed |
.445 |
.477 |
12.491 |
.000 |
Dependent: Respondents Highest Yr. School Completed
Answer the following questions about this model:
A. Bobs mom has 12 years of formal education, but his dad found school difficult and dropped out after only 10 years. His wife Margaret, a true braniac, has 20 years of formal education. Make your best prediction of the number of years of formal education Bob has based on the information provided above. How did you arrive at the value of that prediction?
B. Of the independent variables listed, which one has the strongest effect on an individuals level of educational attainment? Which one has the weakest effect? If you were asked based solely on these variables whether it was more important for someones schooling to be born into brainy or marry brainy, which would you say? Whats the tricky causal issue with that question? Briefly explain your answers.
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