36 citations · 176 across the 19 of their papers we have counts for
6 papers · 1 filter
Bayesian Approaches to Designing Replication Studies
Samuel Pawel, Guido Consonni, Leonhard Held
Replication studies are essential for assessing the credibility of claims from original studies. A critical aspect of designing replication studies is determining their sample size…
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…
Pitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method
Samuel Pawel, Lucas Kook, Kelly Reeve
Comparative simulation studies are workhorse tools for benchmarking statistical methods. As with other empirical studies, the success of simulation studies hinges on the quality of…