What is the difference between simple (also known as univariate and bivariate) regression and multivariate regression?
- Simple regression includes one independent variable, and multivariate regression includes more than one independent variable.
- Simple regression includes only one dependent variable, and multivariate regression includes more than one dependent variable.
- Simple regression uses a chi-square statistic, and multivariate regression uses maximum likelihood.
- Simple regression adjusts for confounding, and multivariate regression does not.