The true values for the intercept (β0) and regression coefficient (β1) were both set to one for all tests. This model consisted of a single, normally distributed covariate (X1) with a variance of one centered at a mean appropriate to the simulated prevalence π (x) of the outcome. The relationship between the outcome prevalence and continuous covariate is given by:
