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Thermodynamic Bayesian model comparison (Q2361465)

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scientific article

Language	Label	Description	Also known as
English	Thermodynamic Bayesian model comparison	scientific article

Statements

scholarly article

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Thermodynamic Bayesian model comparison (English)

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Ioannis Ntzoufras

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Vasiliki Silia Vitoratou

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Statistics and Computing

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publication date

30 June 2017

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full work available at URL

https://kclpure.kcl.ac.uk/portal/en/publications/thermodynamic-bayesian-model-comparison(b84d2812-dc19-4cbb-a615-481d17510fc3).html

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zbMATH Keywords

path sampling

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thermodynamic integration

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Chernoff

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marginal likelihood

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Bayes factor

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describes a project that uses

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MaRDI profile type

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Tuning tempered transitions

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Estimating Bayes factors via thermodynamic integration and population MCMC

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Bhattacharyya distance based linear discriminant function for stationary time series

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A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations

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Marginal Likelihood from the Gibbs Output

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Sequential Monte Carlo Samplers

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On Bayesian model and variable selection using MCMC

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Markov chain Monte Carlo model determination for hierarchical and graphical log-linear models

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Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care

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Improving power posterior estimation of statistical evidence

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Marginal Likelihood Estimation via Power Posteriors

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On Divergences and Informations in Statistics and Information Theory

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Simulating normalizing constants: From importance sampling to bridge sampling to path sampling

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Annealing Markov Chain Monte Carlo with Applications to Ancestral Inference

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Reversible jump Markov chain Monte Carlo computation and Bayesian model determination

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An adaptive scheduling scheme for calculating Bayes factors with thermodynamic integration using Simpson's rule

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An invariant form for the prior probability in estimation problems

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Discrimination and Clustering for Multivariate Time Series

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On Information and Sufficiency

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A path sampling identity for computing the Kullback-Leibler and J divergences

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Estimating Bayes Factors via Posterior Simulation With the Laplace-Metropolis Estimator

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Real-Parameter Evolutionary Monte Carlo With Applications to Bayesian Mixture Models

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A case study of the widely applicable Bayesian information criterion and its optimality

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Rényi Statistics in Directed Families of Exponential Experiments*

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Generalized latent trait models

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Bayesian variable and link determination for generalised linear models

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The Chernoff lower bound for symmetric quantum hypothesis testing

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A Monte Carlo method for high dimensional integration

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Safe and Effective Importance Sampling

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On the use of marginal posteriors in marginal likelihood estimation via importance sampling

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Probabilistic distance measures of the Dirichlet and beta distributions

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The generalized maximum Tsallis entropy estimators and applications to the Portland cement dataset

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Batch Size Effects in the Analysis of Simulation Output

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Bayesian Measures of Model Complexity and Fit

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Marginal likelihood estimation from the Metropolis output: tips and tricks for efficient implementation in generalized linear latent variable models

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.1007/S11222-016-9678-6

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Sitelinks

Mathematics(1 entry)

mardi Publication:2361465

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