55 citations · 98 across the 13 of their papers we have counts for
3 papers · 2 filters
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…
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…
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…