1. A method for determining an unknown valuation function, comprising the steps of: a computing device determining one or more first degree correlations based on valuation information; the computing device determining one or more important variables based on at least a comparison between the absolute value of the one or more first degree correlations to a first threshold value; and the computing device determining a valuation function based on at least one or more of the determined one or more important variables.