On an entropy conservation principle

We present an entropy conservation principle applicable to either discrete or continuous variables which provides a useful tool for aggregating observations. The associated method of modality grouping transforms a variable Z(1) into a new variable Z(2) such that the mutual information I(Z(2), Y) between Y, a variable of interest, and Z(2) is equal to I(Z(1), Y).