Local mixtures of the exponential distribution

Anaya-Izquierdo, K. A. and Marriott, P. K. (2007). Local mixtures of the exponential distribution. Annals of the Institute of Statistical Mathematics, 59(1) pp. 111–134.

DOI: https://doi.org/10.1007/s10463-006-0095-z

Abstract

A new class of local mixture models called local scale mixture models is introduced. This class is particularly suitable for the analysis of mixtures of the exponential distribution. The affine structure revealed by specific asymptotic expansions is the motivation for the construction of these models. They are shown to have very nice statistical properties which are exploited to make inferences in a straightforward way. The effect on inference of a new type of boundaries, called soft boundaries, is analyzed. A simple simulation study shows the applicability of this type of models.

Viewing alternatives

Metrics

Item Actions

Export

You can export this page using these formats Digital Object Identifier - DOI

About

• Item ORO ID
• 15559
• Item Type
• Journal Item
• ISSN
• 1572-9052
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Copyright Holders
• © 2007 The Institute of Statistical Mathematics, Tokyo
• Depositing User
• Colin Smith