Multivariate stochastic comparisons of multivariate mixture models and their applications

Multivariate stochastic comparisons of multivariate mixture models and their applications

In this paper, we obtain some conditions to compare multivariate mixture models with respect to some well-known multivariate stochastic orders. We also utilize the established results in reliability theory to compare the vectors of residual life-lengths of live components of (n−k+1)-out-of-n systems...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of multivariate analysis 2016-03, Vol.145, p.37-43
Hauptverfasser: Balakrishnan, Narayanaswamy, Barmalzan, Ghobad, Haidari, Abedin
Format: Artikel
Sprache:eng
Schlagworte:
[formula omitted]-out-of-[formula omitted] systems
Comparative analysis
Components
Mixture models
Multivariate analysis
Multivariate hazard rate ordering
Multivariate likelihood ratio ordering
Reliability engineering
Residual life-lengths of live components
Stochastic models
Studies
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:In this paper, we obtain some conditions to compare multivariate mixture models with respect to some well-known multivariate stochastic orders. We also utilize the established results in reliability theory to compare the vectors of residual life-lengths of live components of (n−k+1)-out-of-n systems in both one sample and two samples situations.
ISSN:0047-259X
1095-7243
DOI:10.1016/j.jmva.2015.11.013