79 citations · 79 across the 1 of their papers we have counts for
3 papers
Spatial+: a novel approach to spatial confounding
Emiko Dupont, Simon N. Wood, Nicole Augustin
In spatial regression models, collinearity between covariates and spatial effects can lead to significant bias in effect estimates. This problem, known as spatial confounding, is e…
Spatio-temporal modelling of forest monitoring data: Modelling German tree defoliation data collected between 1989 and 2015 for trend estimation and survey grid examination using GAMMs
Nadine Eickenscheidt, Nicole H. Augustin, Nicole Wellbrock
Spatio-temporal modelling of tree defoliation data of German forest condition survey is presented. In the present study generalized additive mixed models were used to estimate the…
A flexible multivariate random effects proportional odds model with application to adverse effects during radiation therapy
Nicole Augustin, Sung Won Kim, Annemarie Uhlig +3
Radiation therapy in patients with head and neck cancer has a toxic effect on mucosa, the soft tissue in and around the mouth. Hence mucositis is a serious common side effect and i…