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...

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Bibliografiske detaljer
Main Authors:	Maryam Moghimi, Herbert W. Corley
Format:	Article
Sprog:	English
Udgivet:	MDPI AG 2020-09-01
Serier:	Data
Fag:	data reduction Shannon information entropy information loss
Online adgang:	https://www.mdpi.com/2306-5729/5/3/84

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