Residual and Past Discrete Tsallis and Renyi Extropy with an Application to Softmax Function

Taghreed M. Jawa, Nahid Fatima, Neveen Sayed-Ahmed, Ramy Aldallal, Mohamed Said Mohamed

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

In this paper, based on the discrete lifetime distribution, the residual and past of the Tsallis and Renyi extropy are introduced as new measures of information. Moreover, some of their properties and their relation to other measures are discussed. Furthermore, an example of a uniform distribution of the obtained models is given. Moreover, the softmax function can be used as a discrete probability distribution function with a unity sum. Thus, applying those measures to the softmax function for simulated and real data is demonstrated. Besides, for real data, the softmax data are fit to a convenient ARIMA model.

Original languageEnglish
Article number1732
JournalEntropy
Volume24
Issue number12
DOIs
StatePublished - Dec 2022

Keywords

  • ARIMA model
  • extropy
  • past extropy
  • past Tsallis entropy
  • Renyi extropy
  • residual extropy
  • residual Tsallis entropy
  • softmax function
  • Tsallis entropy

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