17 citations · 87 across the 28 of their papers we have counts for
4 papers · 1 filter
Bayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity
Xynthia Kavelaars, Joris Mulder, Maurits Kaptein
In medical, social, and behavioral research we often encounter datasets with a multilevel structure and multiple correlated dependent variables. These data are frequently collected…
Bayesian multivariate logistic regression for superiority and inferiority decision-making under observable treatment heterogeneity
Xynthia Kavelaars, Joris Mulder, Maurits Kaptein
The effects of treatments may differ between persons with different characteristics. Addressing such treatment heterogeneity is crucial to investigate whether patients with specifi…
A Bayesian actor-oriented multilevel relational event model with hypothesis testing procedures
Fabio Vieira, Roger Leenders, Daniel McFarland +1
Relational event network data are becoming increasingly available. Consequently, statistical models for such data have also surfaced. These models mainly focus on the analysis of s…
Separating the Wheat from the Chaff: Bayesian Regularization in Dynamic Social Networks
Diana Karimova, Joris Mulder, Roger Th. A. J. Leenders
In recent years there has been an increasing interest in the use of relational event models for dynamic social network analysis. The basis of these models is the concept of an "eve…