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The modified slash Lindley–Weibull distribution with applications to nutrition data.

Authors :
Reyes, Jimmy
Arrué, Jaime
Venegas, Osvaldo
Gómez, Héctor W.
Source :
Journal of Applied Statistics. Dec2022, Vol. 49 Issue 16, p4206-4224. 19p. 6 Charts, 8 Graphs.
Publication Year :
2022

Abstract

This work presents an extension of the slash Lindley–Weibull distribution, of which it can be considered a modification. The new family is obtained by using the quotient of two independent random variables: a two-parameter Lindley–Weibull distribution divided by a power of the exponential distribution with parameter equal to 2. We present the pdf and cdf of the new distribution, analyzing their risk functions. Some statistical properties are studied and the moments and coefficients of asymmetry and kurtosis are shown. The parameter estimation problem is carried out by the maximum likelihood method. The method is assessed by a Monte Carlo simulation study. We use nutrition data, which are characterized by high kurtosis, to illustrate the usefulness of the proposed model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
49
Issue :
16
Database :
Academic Search Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
160051531
Full Text :
https://doi.org/10.1080/02664763.2021.1975661