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...

書誌詳細
主要な著者:	Maryam Moghimi, Herbert W. Corley
フォーマット:	論文
言語:	English
出版事項:	MDPI AG 2020-09-01
シリーズ:	Data
主題:	data reduction Shannon information entropy information loss
オンライン･アクセス:	https://www.mdpi.com/2306-5729/5/3/84

類似資料

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

Information Loss in Binomial Data Due to Data Compression
著者:: Susan E. Hodge, 等
出版事項: (2017-02-01)

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

A Characterization of Entropy in Terms of Information Loss
著者:: Tom Leinster, 等
出版事項: (2011-11-01)

Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences
著者:: Fabian Guignard, 等
出版事項: (2020-07-01)

Characteristics of Shannon’s Information Entropy of Atomic States in Strongly Coupled Plasma
著者:: Myoung-Jae Lee, 等
出版事項: (2020-08-01)

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

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

An information geometrical evaluation of Shannon information metrics on a discrete n-dimensional digital manifold
著者:: Ahmet Koltuksuz, 等
出版事項: (2023-06-01)

Information Is (Only) Probability
著者:: Riccardo Manzotti
出版事項: (2022-03-01)

Discrete Versions of Jensen–Fisher, Fisher and Bayes–Fisher Information Measures of Finite Mixture Distributions
著者:: Omid Kharazmi, 等
出版事項: (2021-03-01)

Conceptual Model of Information Technology Architecture for Service-Based Enterprises
著者:: Fariborz Mousavi Madani, 等
出版事項: (2012-03-01)

The Role of Non-Genomic Information in Maintaining Thermodynamic Stability in Living Systems
著者:: Robert A. Gatenby, 等
出版事項: (2004-10-01)

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

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

Generalized Mutual Information
著者:: Zhiyi Zhang
出版事項: (2020-06-01)

Quantum Information Entropies on Hyperbolic Single Potential Wells
著者:: Carlos Ariel Gil-Barrera, 等
出版事項: (2022-04-01)

Constrained versus Unconstrained Rational Inattention
著者:: Yaron Azrieli
出版事項: (2021-01-01)

Generalizations of Shannon type inequalities via diamond integrals on time scales
著者:: Muhammad Bilal, 等
出版事項: (2023-02-01)

A Recipe for the Estimation of Information Flow in a Dynamical System
著者:: Deniz Gencaga, 等
出版事項: (2015-01-01)

Coarse Graining Shannon and von Neumann Entropies
著者:: Ana Alonso-Serrano, 等
出版事項: (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
著者:: Edward Bormashenko, 等
出版事項: (2019-03-01)

Dynamic Information Volatility Function
著者:: Rajesh Ganapathi, 等
出版事項: (2021-01-01)

The Information Loss Problem and Hawking Radiation as Tunneling
著者:: Baocheng Zhang, 等
出版事項: (2025-02-01)

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

Information theory and thermodynamic properties for a combined potential model
著者:: C. A. Onate, 等
出版事項: (2025-01-01)

Ladderpath Approach: How Tinkering and Reuse Increase Complexity and Information
著者:: Yu Liu, 等
出版事項: (2022-08-01)

Quantum Information of the Aharanov–Bohm Ring with Yukawa Interaction in the Presence of Disclination
著者:: Collins Okon Edet, 等
出版事項: (2022-07-01)

Optimal entropic properties of SARS-CoV-2 RNA sequences
著者:: Marco Formentin, 等
出版事項: (2024-01-01)

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

Complexity analysis in particulate matter measurements
著者:: Luciano Telesca, 等
出版事項: (2011-09-01)

Application of Positional Entropy to Fast Shannon Entropy Estimation for Samples of Digital Signals
著者:: Marcin Cholewa, 等
出版事項: (2020-10-01)

Information entropic measures for a trigonometric inversely quadratic plus Coulombic Hyperbolic Potential
著者:: Clement Atachegbe Onate, 等
出版事項: (2022-08-01)

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

Fisher Information Properties
著者:: Pablo Zegers
出版事項: (2015-07-01)

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

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

Estimation of Entropy for Generalized Rayleigh Distribution under Progressively Type-II Censored Samples
著者:: Haiping Ren, 等
出版事項: (2023-08-01)

A New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions
著者:: József Dombi, 等
出版事項: (2023-01-01)

Entropy Measurements for Leukocytes’ Surrounding Informativeness Evaluation for Acute Lymphoblastic Leukemia Classification
著者:: Krzysztof Pałczyński, 等
出版事項: (2022-10-01)