Scale Mixture of Maxwell-Boltzmann Distribution
نویسندگان
چکیده
This paper presents a new distribution, the product of mixture between Maxwell-Boltzmann and particular case generalized gamma distributions. The resulting called Scale Mixture Maxwell-Boltzmann, greater kurtosis than recently introduced slash distribution. We obtained closed-form expressions for its probability density cumulative distribution functions. studied some properties moments, as well skewness coefficients. Parameters were estimated by moments maximum likelihood methods, via Expectation-Maximization algorithm latter case. A simulation study was performed to illustrate parameter recovery. results an application real data set indicate that model performs very in presence outliers compared with other alternatives literature.
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ژورنال
عنوان ژورنال: Mathematics
سال: 2023
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math11030529