On fitting measurement error model using sample entropy moments

Name: On fitting measurement error model using sample entropy moments
Brand: Vita e Pensiero
Availability: OnlineOnly

digital

Article

Magazine

STATISTICA & APPLICAZIONI

Section

Open Access

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

Pages

Online from

05-2019

Doi

10.26350/999999_000010

Issn

1824-6672 (print) | 2283-6659 (digital)

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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.