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Linear Regression Part C: Based on the previous research question, researchers would now like to evaluate race as an effect modifier in the relationship between
Linear Regression Part C:
Based on the previous research question, researchers would now like to evaluate race as an effect modifier in the relationship between BMI and cholesterol.
Race is a categorical variable, where 0=Non-Hispanic Whites, and 1=Non-Hispanic Blacks
The results of a multivariable linear regression including the interaction term are shown below.
Parameter | Beta | 95% CI | P-value |
BMI | 1.27 | 1.05, 1.46 | 0.006 |
Race | -27.4 | -25.2, -29.8 | 0.002 |
BMI*Race | 0.75 | 0.60-0.90 | 0.035 |
Intercept | 205.5 | 189.6-225.5 | 0.002 |
Total cholesterol = 205.5 + 1.27 * BMI -27.4 * Race + 0.75 * BMI * Race
Write out the simplified regression equation for each race.
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