Quantifying similarity in reliability surfaces using the probability of agreement
Quantifying similarity in reliability surfaces using the probability of agreement
When separate populations exhibit similar reliability as a function of multiple explanatory variables, combining them into a single population is tempting. This can simplify future predictions and reduce uncertainty associated with estimation. However, combining these populations may introduce bias if the underlying relationships are in fact different. The probability of …