
Assessing competitive balance in the English Premier League for over forty seasons using a stochastic block model
Competitive balance is a desirable feature in any professional sports le...
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Multivariate ConwayMaxwellPoisson Distribution: Sarmanov Method and DoublyIntractable Bayesian Inference
In this paper, a multivariate count distribution with ConwayMaxwell (CO...
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Assessing epidemic curves for evidence of superspreading
The expected number of secondary infections arising from each index case...
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A Bayesian latent allocation model for clustering compositional data with application to the Great Barrier Reef
Relative abundance is a common metric to estimate the composition of spe...
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Statistical Network Analysis with Bergm
Recent advances in computational methods for intractable models have mad...
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Bayesian variational inference for exponential random graph models
Bayesian inference for exponential random graphs (ERGMs) is a doubly int...
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Discussion of the article "Bayesian cluster analysis: point estimation and credible balls" by Wade and Ghahramani
We present a discussion of the paper "Bayesian cluster analysis: point e...
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Computationally efficient inference for latent position network models
Latent position models are nowadays widely used for the analysis of netw...
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Model comparison for Gibbs random fields using noisy reversible jump Markov chain Monte Carlo
The reversible jump Markov chain Monte Carlo (RJMCMC) method offers an a...
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Efficient MCMC for Gibbs Random Fields using precomputation
Bayesian inference of Gibbs random fields (GRFs) is often referred to as...
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Bayesian inference, model selection and likelihood estimation using fast rejection sampling: the ConwayMaxwellPoisson distribution
Bayesian inference for models with intractable likelihood functions repr...
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Efficient Estimation of the number of neighbours in Probabilistic K Nearest Neighbour Classification
Probabilistic knearest neighbour (PKNN) classification has been introdu...
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Nial Friel
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