Issues and Measures for Predictive Modeling of Medical Cost

Abstract

This paper discusses the issues that every researcher faces when he/she tries to model the medical cost using regression analysis and some possible measures for them. The main topics are the separation of frequency distribution and amount distribution, the systematical underestimation problem of log-transformation, variable transformation of U/V shaped variables, dummy variable, and the simulation for the distribution of predicted values.