55 citations · 266 across the 33 of their papers we have counts for
5 papers · 2 filters
Power priors for replication studies
Samuel Pawel, Frederik Aust, Leonhard Held +1
The ongoing replication crisis in science has increased interest in the methodology of replication studies. We propose a novel Bayesian analysis approach using power priors: The li…
When Evidence and Significance Collide
František Bartoš, Samuel Pawel, Eric-Jan Wagenmakers
Null hypothesis statistical significance testing (NHST) is the dominant approach for evaluating results from randomized controlled trials. Whereas NHST comes with long-run error ra…
Evidential Calibration of Confidence Intervals
Samuel Pawel, Alexander Ly, Eric-Jan Wagenmakers
We present a novel and easy-to-use method for calibrating error-rate based confidence intervals to evidence-based support intervals. Support intervals are obtained from inverting B…
Normalized power priors always discount historical data
Samuel Pawel, Frederik Aust, Leonhard Held +1
Power priors are used for incorporating historical data in Bayesian analyses by taking the likelihood of the historical data raised to the power as the prior distribution for t…
A general approximation to nested Bayes factors with informed priors
František Bartoš, Eric-Jan Wagenmakers
A staple of Bayesian model comparison and hypothesis testing, Bayes factors are often used to quantify the relative predictive performance of two rival hypotheses. The computation…