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stat.CO2022★ 12 cited
Microcanonical Hamiltonian Monte Carlo
Jakob Robnik, G. Bruno De Luca, Eva Silverstein +1
We develop Microcanonical Hamiltonian Monte Carlo (MCHMC), a class of models which follow a fixed energy Hamiltonian dynamics, in contrast to Hamiltonian Monte Carlo (HMC), which f…
physics.data-an2022★ 6 cited
Statistical significance testing for mixed priors: a combined Bayesian and frequentist analysis
Jakob Robnik, Uroš Seljak
In many hypothesis testing applications, we have mixed priors, with well-motivated informative priors for some parameters but not for others. The Bayesian methodology uses the Baye…