Andishe_ye Amari

Andishe_ye Amari

Probabilistic Sufficiency and Algorithmic Sufficiency from the Perspective of Information Theory

Document Type : Original Article

Author
Faculty Member, Department of Statistics, Kashan University, Iran
Abstract
Given the importance of Markov chains in information theory, the definition of the conditional probability of this stochastic process can also be defined in terms of mutual information. This article clarifies the relationship between the concept of sufficiency and Markov chains from the perspective of information theory principles, as well as the relationship between probabilistic sufficiency and algorithmic sufficiency.
Keywords

Volume 22, Issue 1
September 2017
Pages 1-10

  • Receive Date 13 May 2025
  • First Publish Date 13 May 2025
  • Publish Date 23 August 2017