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...

Полное описание

Библиографические подробности
Главные авторы:	Maryam Moghimi, Herbert W. Corley
Формат:	Статья
Язык:	English
Опубликовано:	MDPI AG 2020-09-01
Серии:	Data
Предметы:	data reduction Shannon information entropy information loss
Online-ссылка:	https://www.mdpi.com/2306-5729/5/3/84

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