55 citations · 266 across the 33 of their papers we have counts for
4 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…
Quantifying Uncertainty in Transdimensional Markov Chain Monte Carlo Using Discrete Markov Models
Daniel W. Heck, Antony M. Overstall, Quentin F. Gronau +1
Bayesian analysis often concerns an evaluation of models with different dimensionality as is necessary in, for example, model selection or mixture models. To facilitate this evalua…
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…