1. 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
- 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
- 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
- Data analysis in the behavioral and brain sciences
- Development of data analysis software
2. Postdoctoral fellows
dr Elissa Burghgraeve
- Structural equation modeling
- Non-iterative estimation methods
- Causal inference in randomized experiments
- Inferring causal effects in mediation analysis
- Statistics, biostatistics, machine learning
3. Ph. D. fellows
Jasper Bogaert
- Factor score regression
- SCM
Daniel Borek
- EEG and MEG analysis
- Neural oscillations
- Aperiodic signal
- Open science
Stijn Debrouwere
Sara Dhaene
- Structural Equation Modeling (SEM)
Heidelinde Dehaene
- Regression methods based on ranks
- Semiparametric and nonparametric methods
- Probabilistic index models
- Data analysis in the behavioral sciences
Julie De Jonckere
- Small sample research in Structural Equation Modeling
Wouter De Vos
- Brain connectivity
- Computational neuroscience
- Dynamical system identification
Marieke Fonteyn
- Bidirectional relationships and team dynamics in sports
- Statistical modeling of dyadic data
- Data analysis in behavioral and sport sciences
Anna Snoeck
- Mediation analysis and causality
- Data analysis in behavioral sciences
- Development of data analysis software
Lara Vankelecom
- Adaptive designs in psychological research
4. Alumni
Prof. em. dr. Wilfried De Corte
- selection in a decision context
Prof. dr. Geert De Soete
- Data analysis in the behavioral sciences
Freya Acar
- fMRI meta-analysis
- Coordinate-based meta-analysis
- Publication bias
dr Hannelore Aerts
- Functional and structural connectivity in health and disease
- Modeling brain activity
dr Hannes Almgren
- Effective and functional brain connectivity
- Reproducibility in neuroscience
- Multiple dataset analyses
- Ageing/dementia
Tim Bal
- Decision theory
- Aggregation of probabilities
- Bayesian methodology
dr. Mariska Barendse
- Structural equation modeling
- Analysis of multilevel and/or discrete data
dr Iege Bassez
- Brain connectivity
- EEG statistics
- Migraine
dr Han Bossier
- Meta-analysis of fMRI data
- Group analysis of fMRI data
dr Nigel Colenbier
- Brain connectivity
- Brain structure
- Hemodynamics
dr Jasper Degryse
- Multiple testing problems in fMRI data
- Functionally localizing brain regions of interest
dr Ines Devlieger
- Mediation analysis in multilevel settings
- Data analysis in the behavioral and brain sciences
dr Fien Gistelinck
- Analysis of longitudinal dyadic data
- Actor-Partner Interdependence Model (APIM)
dr Haeike Josephy
- Within-subjects mediation analysis
- Causality
dr Justine Loncke
- Longitudinal data analysis
- Social Relations Model
dr Sanne Roels
- Analysis of fMRI data
- Design efficiency in fMRI studies
dr Lara Stas
- Analysis of dyadic processes
- Social Relations Model
dr Wouter Talloen
- Mediation analysis in multilevel settings
- Causality
dr Leonard Vanbrabant
- Order constraints
- Power and small samples
- Bootstrapping
Sofie Van Den Bossche
- Brain connectivity
- fMRI statistics (rest/task)
- Hemodynamics
- Lateralization
dr Frederik Van de Steen
- EEG and fMRI data analysis
- Brain connectivity
- Reward and cognitive processing
dr Katharina Wegner
- Cognitive control, mental effort and fatigue
- Analysis of neural time series data
- Brain connectivity
- Dynamic causal modeling