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Stochastic comparisons of finite mixture models with generalized Lehmann distributed components

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  • Mostafa Sattari
  • Ghobad Barmalzan
  • Narayanaswamy Balakrishnan

Abstract

Finite mixture models are useful for modeling lifetimes distribution of random samples arising from heterogeneous populations. In this work, we establish some stochastic comparison results for two finite mixtures models with components having generalized Lehmann distribution.

Suggested Citation

  • Mostafa Sattari & Ghobad Barmalzan & Narayanaswamy Balakrishnan, 2021. "Stochastic comparisons of finite mixture models with generalized Lehmann distributed components," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 51(22), pages 7767-7782, September.
    • Handle: RePEc:taf:lstaxx:v:51:y:2021:i:22:p:7767-7782
    DOI: 10.1080/03610926.2021.1880592
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    Cited by:

    1. Raju Bhakta & Suchandan Kayal & Maxim Finkelstein, 2024. "Stochastic Comparisons for Finite Mixtures from Location-scale Family of Distributions," Methodology and Computing in Applied Probability, Springer, vol. 26(4), pages 1-33, December.
    2. Raju Bhakta & Pradip Kundu & Suchandan Kayal & Morad Alizadeh, 2024. "Stochastic Orderings between Two Finite Mixtures with Inverted-Kumaraswamy Distributed Components," Mathematics, MDPI, vol. 12(6), pages 1-20, March.

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