55 citations · 98 across the 13 of their papers we have counts for
5 papers · 1 filter
Bayesian Rank-Based Hypothesis Testing for the Rank Sum Test, the Signed Rank Test, and Spearman's
Johnny van Doorn, Alexander Ly, Maarten Marsman +1
Bayesian inference for rank-order problems is frustrated by the absence of an explicit likelihood function. This hurdle can be overcome by assuming a latent normal representation t…
A Tutorial on Fisher Information
Alexander Ly, Maarten Marsman, Josine Verhagen +2
In many statistical applications that concern mathematical psychologists, the concept of Fisher information plays an important role. In this tutorial we clarify the concept of Fish…
Informed Bayesian T-Tests
Quentin F. Gronau, Alexander Ly, Eric-Jan Wagenmakers
Across the empirical sciences, few statistical procedures rival the popularity of the frequentist t-test. In contrast, the Bayesian versions of the t-test have languished in obscur…
A Tutorial on Bridge Sampling
Quentin F. Gronau, Alexandra Sarafoglou, Dora Matzke +7
The marginal likelihood plays an important role in many areas of Bayesian statistics such as parameter estimation, model comparison, and model averaging. In most applications, howe…
Bayesian Estimation of Kendall's tau Using a Latent Normal Approach
Johnny van Doorn, Alexander Ly, Maarten Marsman +1
The rank-based association between two variables can be modeled by introducing a latent normal level to ordinal data. We demonstrate how this approach yields Bayesian inference for…