Abstract: Method and apparatus for analyzing data to provide decision making information. In one embodiment, a method includes receiving data corresponding to an agent for one or more predictor variables of a model, and calculating coefficients of the model based, at least in part, on a logistic regression analysis for a response variable to determine probability densities of the response variable, wherein the response variable is associated with the one or more predictor variables. The method may further include performing a computational analysis of the response variable based on the probability densities of the response variable to determine variation in the probability densities of the response variable, and generating a decision matrix, reflecting probabilities of one or more response variables and analysis values.