Rescaling Process by Using the Constrained L1 Norm Method

Abstract

#The constrained L₁ norm method (CL1) was used to rescale ordered variables in a regression problem with a continuous dependent variable. The rescaling process has led to new scoring systems to the ordered variables that effectively improved the estimation accuracy. The rescaling process may also be adopted for variable selection.