Research interests
Tenured Academic Staff
- Regression methods based on ranks
- Semiparametric and nonparametric methods
- Probabilistic index models
Prof. dr. Tom Loeys
- Statistical modelling of correlated data (dyadic data, reaction times, EEG data,...)
- Multiplicity and stability issues in the analysis of fMRI-data
- Mediation analysis and causality
Prof. dr. ir. Thierry Marchant
- Axiomatic foundations of multicriteria decision aiding
- Voting theory with specific interest for the Borda method and scoring methods, Axiomatic and probabilistic aspects
- Measurement theory
- Decision under uncertainty
- Distributive justice
- Foundations of cognitive mapping
- Bibliometrics
Prof. dr. Daniele Marinazzo
- Brain connectivity
- Dynamical systems
- Complex networks and graph theory
- Computational neuroscience
Prof. dr. Beatrijs Moerkerke
- Multiple testing problems
- Optimal screening for promising genetic markers
- Testing for gene-environment interaction in family-based association studies
- Analysis of fMRI data
- Mediation analysis and causality
Prof. dr. Yves Rosseel
- Data analysis in the behavioral and brain sciences
- Development of data analysis software
Postdoctoral fellows
dr. Mariska Barendse
- Structural equation modeling
- Analysis of multilevel and/or discrete data
dr. Wen Wei loh
- Causal inference in randomized experiments
- Inferring causal effects in mediation analysis
- Statistics, biostatistics, machine learning
dr. Wouter Talloen
- Mediation analysis in multilevel settings
- Causality
dr. Frederik Van de Steen
- EEG and fMRI data analysis
- Brain connectivity
- Reward and cognitive processing
Ph. D. fellows
Freya Acar
- fMRI meta-analysis
- Coordinate-based meta-analysis
- Publication bias
Hannelore Aerts
- Functional and structural connectivity in health and disease
- Modeling brain activity
Hannes Almgren
- Effective and functional brain connectivity
- Reproducibility in neuroscience
- Multiple dataset analyses
- Ageing/dementia
Tim Bal
- Decision theory
- Aggregation of probabilities
- Bayesian methodology
Daniel Borek
Iege Bassez
- Brain connectivity
- EEG statistics
- Migraine
Han Bossier
- Meta-analysis of fMRI data
- Group analysis of fMRI data
Elissa Burghgraeve
Nigel Colenbier
- Brain connectivity
- Brain structure
- Hemodynamics
Stijn Debrouwere
Jasper Degryse
- Multiple testing problems in fMRI data
- Functionally localizing brain regions of interest
Fien Gistelinck
- Analysis of longitudinal dyadic data
- Actor-Partner Interdependence Model (APIM)
Heidelinde Dehaene
Haeike Josephy
- Within-subjects mediation analysis
- Causality
Justine Loncke
- Longitudinal data analysis
- Social Relations Model
Lara Stas
- Analysis of dyadic processes
- Social Relations Model
Sofie Van Den Bossche
- Brain connectivity
- fMRI statistics (rest/task)
- Hemodynamics
- Lateralization
Katharina Wegner
- Cognitive control, mental effort and fatigue
- Analysis of neural time series data
- Brain connectivity
- Dynamic causal modeling
Alumni
Prof. em. dr. Wilfried De Corte
- selection in a decision context
Prof. dr. Geert De Soete
- Data analysis in the behavioral sciences
dr. Sanne Roels
- Analysis of fMRI data
- Design efficiency in fMRI studies
dr. Leonard Vanbrabant
- Order constraints
- Power and small samples
- Bootstrapping