1 citations · 1 across the 4 of their papers we have counts for
4 papers
Multi-Attribute Preferences: A Transfer Learning Approach
Sjoerd Hermes, Joost van Heerwaarden, Pariya Behrouzi
We introduce a transfer-learning method based on the Bradley--Terry model for multi-attribute pairwise-comparison data. The aim is to estimate the log-worth parameters of one prima…
Joint Learning from Heterogeneous Rank Data
Sjoerd Hermes, Joost van Heerwaarden, Pariya Behrouzi
The statistical modelling of ranking data has a long history and encompasses various perspectives on how observed rankings arise. One of the most common models, the Plackett-Luce m…
A Spatial Autoregressive Graphical Model with Applications in Intercropping
Sjoerd Hermes, Joost van Heerwaarden, Pariya Behrouzi
Within the statistical literature, a significant gap exists in methods capable of modeling asymmetric multivariate spatial effects that elucidate the relationships underlying compl…
Copula Graphical Models for Heterogeneous Mixed Data
Sjoerd Hermes, Joost van Heerwaarden, Pariya Behrouzi
This article proposes a graphical model that handles mixed-type, multi-group data. The motivation for such a model originates from real-world observational data, which often contai…