How to Interpret Multivariate Regression Coefficients?
The coefficients in a multivariate regression model represent the change in the dependent variable for a one-unit change in an independent variable, holding all other variables constant. In epidemiology: - A positive coefficient indicates an increased risk or higher outcome. - A negative coefficient suggests a decreased risk or lower outcome. - The p-value associated with each coefficient helps determine its statistical significance.
