On fitting measurement error model using sample entropy moments

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Article

journal	STATISTICA & APPLICAZIONI
issue	STATISTICA & APPLICAZIONI - 2018 - 1
title	On fitting measurement error model using sample entropy moments
authors	Amjad D. Al-Nasser Midhat M. Eidous
publisher	Vita e Pensiero
format	Article \| Pdf
online since	05-2019
doi	10.26350/999999_000010
issn	18246672 (print)
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Description Readers' comments
In this article, we suggest using the sample entropy to fit the structural measurement error model. Using sample entropy in data analysis can be considered as a data screening to avoid problem in the data such as heteroscedasticity and co-linearity. The measurement error model is fitted under the assumption that the intercept is known. The mathematical derivation of the slope and its properties are given. An illustration using real data analysis to fit the relationship between happiness rate and human development index is given. The data analysis showed that there is a positive effect of human development index on happiness rate. keywords Structural Measurement Error Model, Sample Entropy, Happiness Rate, Human Development Index, Taylor Expansion. Authors biography Madhat_edoos88@yahoo.com; amjadyu@yahoo.com Enter a comment for On fitting measurement error model using sample entropy moments

Description Readers' comments

In this article, we suggest using the sample entropy to fit the structural measurement error model. Using sample entropy in data analysis can be considered as a data screening to avoid problem in the data such as heteroscedasticity and co-linearity. The measurement error model is fitted under the assumption that the intercept is known. The mathematical derivation of the slope and its properties are given. An illustration using real data analysis to fit the relationship between happiness rate and human development index is given. The data analysis showed that there is a positive effect of human development index on happiness rate.

keywords

Structural Measurement Error Model, Sample Entropy, Happiness Rate, Human Development Index, Taylor Expansion.

Authors biography

Madhat_edoos88@yahoo.com; amjadyu@yahoo.com

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On fitting measurement error model using sample entropy moments

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