17 citations · 87 across the 28 of their papers we have counts for
4 papers · 1 filter
Simple Bayesian testing of scientific expectations in linear regression models
Joris Mulder, Anton Olsson-Collentine
Scientific theories can often be formulated using equality and order constraints on the relative effects in a linear regression model. For example, it may be expected that the effe…
Bayes factor testing of equality and order constraints on measures of association in social research
Joris Mulder, John P. T. M. Gelissen
Measures of association play a central role in the social sciences to quantify the strength of a linear relationship between the variables of interest. In many applications researc…
BIC extensions for order-constrained model selection
Joris Mulder, Adrian E. Raftery
The Schwarz or Bayesian information criterion (BIC) is one of the most widely used tools for model comparison in social science research. The BIC however is not suitable for evalua…
The Lazy Bootstrap. A Fast Resampling Method for Evaluating Latent Class Model Fit
Geert H. van Kollenburg, Joris Mulder, Jeroen K. Vermunt
The latent class model is a powerful unsupervised clustering algorithm for categorical data. Many statistics exist to test the fit of the latent class model. However, traditional m…