79 citations · 261 across the 26 of their papers we have counts for
5 papers · 1 filter
ABC of the Future
Henri Pesonen, Umberto Simola, Alvaro Köhn-Luque +8
Approximate Bayesian computation (ABC) has advanced in two decades from a seminal idea to a practically applicable inference tool for simulator-based statistical models, which are…
A Bayesian approach to study synergistic interaction effects in in-vitro drug combination experiments
Andrea Cremaschi, Arnoldo Frigessi, Kjetil Taskén +1
In cancer translational research, increasing effort is devoted to the study of the combined effect of two drugs when they are administered simultaneously. In this paper, we introdu…
Bayesian Modelling of Lexis Mortality Data
Fabio Divino, Denekew Bitew Belay, Nico Keilman +1
In this work we present a spatial approach to model and investigate mortality data referenced over a Lexis structure. We decompose the force of mortality into two interpretable com…
A Bayesian Mallows approach to non-transitive pair comparison data: how human are sounds?
Marta Crispino, Elja Arjas, Valeria Vitelli +2
We are interested in learning how listeners perceive sounds as having human origins. An experiment was performed with a series of electronically synthesized sounds, and listeners w…
Unsupervised empirical Bayesian multiple testing with external covariates
Egil Ferkingstad, Arnoldo Frigessi, Håvard Rue +2
In an empirical Bayesian setting, we provide a new multiple testing method, useful when an additional covariate is available, that influences the probability of each null hypothesi…