Question: A linear regression predicting age at first childbirth by sibling count, birth year, year of the survey, years of father's education, respondent sex, whether the
- A linear regression predicting age at first childbirth by sibling count, birth year, year of the survey, years of father's education, respondent sex, whether the respondent was born outside the US, whether the respondent lived with both their parents at 16, and religious fundamentalism. Use one multivariate model.
| Regression Statistics | ||||||||
| Multiple R | 0.385117812 | |||||||
| R Square | 0.148315729 | |||||||
| Adjusted R Square | 0.147832398 | |||||||
| Standard Error | 5.332338974 | |||||||
| Observations | 15869 | |||||||
| ANOVA | ||||||||
| df | SS | MS | F | Significance F | ||||
| Regression | 9 | 78527.16 | 8725.24 | 306.8611264 | 0 | |||
| Residual | 15859 | 450932.3 | 28.43384 | |||||
| Total | 15868 | 529459.4 | ||||||
| Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | Lower 95.0% | Upper 95.0% | |
| Intercept | 23.56670193 | 0.256696 | 91.80785 | 0 | 23.06355 | 24.06986 | 23.06355 | 24.06986 |
| 4 | -0.204373929 | 0.015381 | -13.2874 | 4.48818E-40 | -0.23452 | -0.17423 | -0.23452 | -0.17423 |
| 52 | -0.024519117 | 0.002874 | -8.53109 | 1.5792E-17 | -0.03015 | -0.01889 | -0.03015 | -0.01889 |
| 0 | 0.057575406 | 0.006091 | 9.453107 | 3.73911E-21 | 0.045637 | 0.069514 | 0.045637 | 0.069514 |
| 9 | 0.277854721 | 0.011256 | 24.6843 | 4.8361E-132 | 0.255791 | 0.299918 | 0.255791 | 0.299918 |
| 1 | -2.354956072 | 0.085841 | -27.434 | 6.3441E-162 | -2.52321 | -2.1867 | -2.52321 | -2.1867 |
| 1 | 1.458598048 | 0.142043 | 10.2687 | 1.16479E-24 | 1.180178 | 1.737019 | 1.180178 | 1.737019 |
| 1 | 1.577904256 | 0.118874 | 13.27375 | 5.37251E-40 | 1.344898 | 1.810911 | 1.344898 | 1.810911 |
| 0 | -1.488770499 | 0.118373 | -12.5769 | 4.20561E-36 | -1.7208 | -1.25675 | -1.7208 | -1.25675 |
| 1 | -0.186701508 | 0.108493 | -1.72087 | 0.085294314 | -0.39936 | 0.025956 | -0.39936 | 0.025956 |
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