Information Loss Due to the Data Reduction of Sample Data from Discrete Distributions

Information Loss Due to the Data Reduction of Sample Data from Discrete Distributions

In this paper, we study the information lost when a real-valued statistic is used to reduce or summarize sample data from a discrete random variable with a one-dimensional parameter. We compare the probability that a random sample gives a particular data set to the probability of the statistic’s val...

書目詳細資料
Main Authors:	Maryam Moghimi, Herbert W. Corley
格式:	Article
語言:	English
出版:	MDPI AG 2020-09-01
叢編:	Data
主題:	data reduction Shannon information entropy information loss
在線閱讀:	https://www.mdpi.com/2306-5729/5/3/84

相似書籍

The Entropy of a Discrete Real Variable
由: Scott Funkhouser
出版: (2012-08-01)

Information Loss in Binomial Data Due to Data Compression
由: Susan E. Hodge, et al.
出版: (2017-02-01)

About the Nature of Quantum Information
由: Olimpia Lombardi
出版: (2021-09-01)

A Characterization of Entropy in Terms of Information Loss
由: Tom Leinster, et al.
出版: (2011-11-01)

Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences
由: Fabian Guignard, et al.
出版: (2020-07-01)

Characteristics of Shannon’s Information Entropy of Atomic States in Strongly Coupled Plasma
由: Myoung-Jae Lee, et al.
出版: (2020-08-01)

Some Technical Remarks on Negations of Discrete Probability Distributions and Their Information Loss
由: Ingo Klein
出版: (2022-10-01)

Neighborhood conditional mutual information entropy attribute reduction algorithm for hybrid data
由: Haibo LAN
出版: (2022-07-01)

An information geometrical evaluation of Shannon information metrics on a discrete n-dimensional digital manifold
由: Ahmet Koltuksuz, et al.
出版: (2023-06-01)

Information Is (Only) Probability
由: Riccardo Manzotti
出版: (2022-03-01)

Discrete Versions of Jensen–Fisher, Fisher and Bayes–Fisher Information Measures of Finite Mixture Distributions
由: Omid Kharazmi, et al.
出版: (2021-03-01)

Conceptual Model of Information Technology Architecture for Service-Based Enterprises
由: Fariborz Mousavi Madani, et al.
出版: (2012-03-01)

The Role of Non-Genomic Information in Maintaining Thermodynamic Stability in Living Systems
由: Robert A. Gatenby, et al.
出版: (2004-10-01)

One-dimensional pseudoharmonic oscillator: classical remarks and quantum-information theory
由: O Olendski
出版: (2023-01-01)

Information, Entropy, Life, and the Universe
由: Arieh Ben-Naim
出版: (2022-11-01)

Generalized Mutual Information
由: Zhiyi Zhang
出版: (2020-06-01)

Quantum Information Entropies on Hyperbolic Single Potential Wells
由: Carlos Ariel Gil-Barrera, et al.
出版: (2022-04-01)

Constrained versus Unconstrained Rational Inattention
由: Yaron Azrieli
出版: (2021-01-01)

Generalizations of Shannon type inequalities via diamond integrals on time scales
由: Muhammad Bilal, et al.
出版: (2023-02-01)

A Recipe for the Estimation of Information Flow in a Dynamical System
由: Deniz Gencaga, et al.
出版: (2015-01-01)

Coarse Graining Shannon and von Neumann Entropies
由: Ana Alonso-Serrano, et al.
出版: (2017-05-01)

Is the Voronoi Entropy a True Entropy? Comments on “Entropy, Shannon’s Measure of Information and Boltzmann’s H-Theorem”, Entropy 2017, 19, 48
由: Edward Bormashenko, et al.
出版: (2019-03-01)

Dynamic Information Volatility Function
由: Rajesh Ganapathi, et al.
出版: (2021-01-01)

The Information Loss Problem and Hawking Radiation as Tunneling
由: Baocheng Zhang, et al.
出版: (2025-02-01)

Entropy, Shannon’s Measure of Information and Boltzmann’s H-Theorem
由: Arieh Ben-Naim
出版: (2017-01-01)

Information theory and thermodynamic properties for a combined potential model
由: C. A. Onate, et al.
出版: (2025-01-01)

Ladderpath Approach: How Tinkering and Reuse Increase Complexity and Information
由: Yu Liu, et al.
出版: (2022-08-01)

Quantum Information of the Aharanov–Bohm Ring with Yukawa Interaction in the Presence of Disclination
由: Collins Okon Edet, et al.
出版: (2022-07-01)

Optimal entropic properties of SARS-CoV-2 RNA sequences
由: Marco Formentin, et al.
出版: (2024-01-01)

SOBRE UM ESTUDO DA ENTROPIA DE SHANNON NO CONTEXTO DA MECÂNICA QUÂNTICA: UMA APLICAÇÃO AO OSCILADOR HARMÔNICO LIVRE E CONFINADO
由: Wallas S. Nascimento, et al.
出版: (2016-07-01)

Complexity analysis in particulate matter measurements
由: Luciano Telesca, et al.
出版: (2011-09-01)

Application of Positional Entropy to Fast Shannon Entropy Estimation for Samples of Digital Signals
由: Marcin Cholewa, et al.
出版: (2020-10-01)

Information entropic measures for a trigonometric inversely quadratic plus Coulombic Hyperbolic Potential
由: Clement Atachegbe Onate, et al.
出版: (2022-08-01)

An Axiomatic Characterization of Mutual Information
由: James Fullwood
出版: (2023-04-01)

Signal Fluctuations and the Information Transmission Rates in Binary Communication Channels
由: Agnieszka Pregowska
出版: (2021-01-01)

Fisher Information Properties
由: Pablo Zegers
出版: (2015-07-01)

Estimation of Entropy for Generalized Rayleigh Distribution under Progressively Type-II Censored Samples
由: Haiping Ren, et al.
出版: (2023-08-01)

Towards a Green Information Technology Framework by Meta-Analysis Approach
由: MohammadHossein Ronaghi
出版: (2021-12-01)

A New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions
由: József Dombi, et al.
出版: (2023-01-01)

Entropy Measurements for Leukocytes’ Surrounding Informativeness Evaluation for Acute Lymphoblastic Leukemia Classification
由: Krzysztof Pałczyński, et al.
出版: (2022-10-01)