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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Detaylı Bibliyografya
Asıl Yazarlar: Maryam Moghimi, Herbert W. Corley
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: MDPI AG 2020-09-01
Seri Bilgileri:Data
Konular:
data reduction
Shannon information
entropy
information loss
Online Erişim:https://www.mdpi.com/2306-5729/5/3/84

Internet

https://www.mdpi.com/2306-5729/5/3/84

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