If the data and the parameters can only assume discrete (and finite) values, the p(x) in equation ( ) are probabilities. However, in this work the variables are continuous. Therefore, the are probability density functions (PDFs). A PDF, p(x) is assigned a probability dP = p(x)dx of finding x in the interval [x, x + dx] and one requires: