ORDERINGS OF FINITE MIXTURE MODELS WITH LOCATION-SCALE DISTRIBUTED COMPONENTS Journal Articles

abstract

• 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.

authors

• Barmalzan, Ghobad
• Kosari, Sajad
• Balakrishnan, Narayanaswamy

status

• published 

publication date

• April 2022

has subject area

• 01 Mathematical Sciences (FoR)
• 09 Engineering (FoR)
• Statistics & Probability (Science Metrix)

published in

• Probability in the Engineering and Informational Sciences  Journal

keywords

• Engineering
• Engineering, Industrial
• Mathematics
• Operations Research & Management Science
• Physical Sciences
• STOCHASTIC COMPARISONS
• Science & Technology
• Statistics & Probability
• Technology
• finite mixture models
• location parameters
• location-scale distribution
• multivariate chain majorization order
• reversed hazard rate order
• scale parameters
• usual stochastic order

Digital Object Identifier (DOI)

• 10.1017/s0269964820000467

start page

• 461

end page

• 481

volume

• 36

issue

• 2