ORDERINGS OF FINITE MIXTURE MODELS WITH LOCATION-SCALE DISTRIBUTED COMPONENTS

ORDERINGS OF FINITE MIXTURE MODELS WITH LOCATION-SCALE DISTRIBUTED COMPONENTS

In this paper, we consider finite mixture models with components having distributions from the location-scale family. We then discuss the usual stochastic order and the reversed hazard rate order of such finite mixture models under some majorization conditions on location, scale and mixing probabili...

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Veröffentlicht in:Probability in the engineering and informational sciences 2022-04, Vol.36 (2), p.461-481
Hauptverfasser: Barmalzan, Ghobad, Kosari, Sajad, Balakrishnan, Narayanaswamy
Format: Artikel
Sprache:eng
Schlagworte:
Human error
Mathematical functions
Mixtures
Random variables
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Zusammenfassung:In this paper, we consider finite mixture models with components having distributions from the location-scale family. We then discuss the usual stochastic order and the reversed hazard rate order of such finite mixture models under some majorization conditions on location, scale and mixing probabilities as model parameters.
ISSN:0269-9648
1469-8951
DOI:10.1017/S0269964820000467