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We consider the consistency of the Bayes factor in goodness of fit testing for a parametric family of densities against a nonparametric alternative. Sufficient conditions for consistency of the Bayesâ€¦ (More)

We propose a model for the presence/absence of a population in a collection of habitat patches. This model assumes that colonisation and extinction of the patches occur as distinct phases.â€¦ (More)

- Grant Hamilton, Ross McVinish, Kerrie Mengersen
- Ecological applications : a publication of theâ€¦
- 2009

Harmful algal blooms (HABs) are a worldwide problem that have been increasing in frequency and extent over the past several decades. HABs severely damage aquatic ecosystems by destroying benthicâ€¦ (More)

- Ross McVinish
- 2008

The class of processes formed as the aggregation of Ornsteinâ€“Uhlenbeck processes has proved useful in modeling time series from a number of areas and includes several interesting special cases. Thisâ€¦ (More)

- Darfiana Nur, David Allingham, Judith Rousseau, Kerrie L. Mengersen, Ross McVinish
- Computational Statistics & Data Analysis
- 2009

The focus of this paper is on the sensitivity to the specification of the prior in a hidden Markov model describing homogeneous segments of DNA sequences. An intron from the chimpanzee Î±-fetoproteinâ€¦ (More)

We construct a stochastic patch occupancy metapopulation model that incorporates variation in habitat quality and an Allee-like effect. Using some basic results from stochastic ordering, weâ€¦ (More)

This paper provides a brief review of the more popular methods for comparing models in a Bayesian framework. Personal experience in implementing these methods in problems requiring mixture models isâ€¦ (More)

- Ross McVinish
- 2008

In [9] the aggregation of simple dynamic equations, in particular AR(1) models, was introduced as a means for generating processes displaying long memory. Since this paper, the idea of aggregatingâ€¦ (More)

- Dejan P. JovanoviÄ‡, Ross McVinish, Philip K. Pollett
- 2011 19th Mediterranean Conference on Controlâ€¦
- 2011

To model a fault that can be caused by more than one source, a mixture of conditional Gaussian transitions is proposed. The conditional means are modelled by recurrent neural networks. Anâ€¦ (More)

- Ross McVinish, Phil Pollett
- Journal of mathematical biology
- 2012

Stochastic patch occupancy models (SPOMs) are a class of discrete time Markov chains used to model the presence/absence of a population in a collection of habitat patches. This class of model isâ€¦ (More)