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Bayesian parameter estimation in cosmology with Population Monte Carlo

Bayesian parameter estimation in cosmology with Population Monte Carlo. By Darell Moodley (UKZN) Supervisor: Prof. K Moodley (UKZN). SKA Postgraduate conference, 29 Nov 2010. Applying Bayesian statistics to cosmology. Estimate cosmological parameters for specified models efficiently.

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431 views • 28 slides

An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models.

An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models. William J. Browne School of Mathematical Sciences, University of Nottingham. Talk Summary. Wytham woods great tit dataset. Cross-classified random effect models.

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444 views • 25 slides

An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models.

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407 views • 25 slides

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Mcmc efficiency - PowerPoint PPT Presentation

Bayesian parameter estimation in cosmology with Population Monte Carlo

An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models.

An illustration of the use of reparameterisation methods for improving MCMC efficiency in crossed random effect models.