Social Network Models and Missing Data
I am currently developing a model for three-way network data.
I pursue three major streams of research:
• Three-way data structures
• Missing network data treatments
• Effect sizes for networks
In my PhD project I developed and evaluated algorithms for handling missing social network data (missing information on the links between actors and actor attributes). My work focuses on the most used network models in the social sciences, exponential random graph models, and stochastic actor-oriented models. For both I developed, evaluated, and implemented algorithms to reduce bias in parameter estimation under missing data, as well as provide proper multiple imputation for subsequent analysis.
Social Network Analysis (SAOM, ERGM, BERGM), Missing Data, R programming, Statistics
2019 - Postdoc at the Institute for Analytical Sociology, Linköping University, Linköping, Sweden
2015 – 2019 PhD at the department of sociology, University of Groningen, Groningen, The Netherlands
2013 – 2015 Research M.Sc. Behavioural Sciences, Radboud University, Nijmegen, The Netherlands
2010 – 2013 B.Sc. Psychology – Cognitive Neuroscience, Ruhr University Bochum, Bochum, Germany