17 citations · 18 across the 3 of their papers we have counts for
3 papers
Extreme data compression for Bayesian model comparison
Alan F. Heavens, Arrykrishna Mootoovaloo, Roberto Trotta +1
We develop extreme data compression for use in Bayesian model comparison via the MOPED algorithm, as well as more general score compression. We find that Bayes factors from data co…
Analytical marginalisation over photometric redshift uncertainties in cosmic shear analyses
Jaime Ruiz-Zapatero, Boryana Hadzhiyska, David Alonso +3
As the statistical power of imaging surveys grows, it is crucial to account for all systematic uncertainties. This is normally done by constructing a model of these uncertainties a…
Bayes Factors via Savage-Dickey Supermodels
A. Mootoovaloo, Bruce A. Bassett, M. Kunz
We outline a new method to compute the Bayes Factor for model selection which bypasses the Bayesian Evidence. Our method combines multiple models into a single, nested, Supermodel…