Theory of the Cloud Transform for Applications

Abstract

We present the multidimensional cloud transform and propose an estimator for the transform. The estimation procedure is based on scatter plot smoothing. The resulting transform does not introduce artificial discontinuities in the transformed data, which is a common problem for the traditional estimates. The method is compared to a traditional estimate in a synthetic example.