ABSTRACT

Binary variables are variables with only two possible outcomes (“success” and “failure”). The statistical models from the previous chapters are not meaningful for such response variables because the models used the normal or Gaussian distribution to describe the random variation; in particular, the response was assumed to be continuous. In the remaining chapters we will discuss statistical models for binary data and count data where the response is discrete.