IEEE Access • Vol 9
January 2021 • Mateu Sbert, Cosmin Ancuți, Codruta O. Ancuti, Jordi Poch, Shuning Chen, Màrius Vila
Frequency histograms are ubiquitous, being practically used in any field of science. In this paper, we present a partial order for frequency histograms and, to our knowledge, no order of this kind has been yet defined. This order is based on the stochastic order of discrete probability distributions and it has invariance properties that make it unique. First, we model a frequency histogram as a sequence of bins associated with a discrete probability (or relative frequency) distribution. Then, we consider that two …