1 citations · 1 across the 4 of their papers we have counts for
4 papers
Optimal Scaling transformations to model non-linear relations in GLMs with ordered and unordered predictors
S. J. W. Willems, A. J. van der Kooij, J. J. Meulman
In Generalized Linear Models (GLMs) it is assumed that there is a linear effect of the predictor variables on the outcome. However, this assumption is often too strict, because in…
Supervised segmentation of NO2 plumes from individual ships using TROPOMI satellite data
Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek +2
The shipping industry is one of the strongest anthropogenic emitters of -- substance harmful both to human health and the environment. The rapid growth of the…
rCOSA: A Software Package for Clustering Objects on Subsets of Attributes
Maarten M. Kampert, Jacqueline J. Meulman, Jerome H. Friedman
\texttt{rCOSA} is a software package interfaced to the R language. It implements statistical techniques for clustering objects on subsets of attributes in multivariate data. The ma…
ROS Regression: Integrating Regularization and Optimal Scaling Regression
Jacqueline J. Meulman, Anita J. van der Kooij
In this paper we combine two important extensions of ordinary least squares regression: regularization and optimal scaling. Optimal scaling (sometimes also called optimal scoring)…