An example of correlation among residuals in directly ordered data

Abstract We distinguish between naturally ordered data and data that are ordered directly by the researcher. After ordering observations according to a behavioral criterion, we estimate a single-order correlation parameter of the residuals simultaneously with the other parameters and the functional form of a savings equation for higher-income white-collar German households.