(Bio)statistics
STIMULUS research group has developed expertise in (bio)statistical and epidemiological knowledge over the years. This knowledge has been embedded in many clinical studies and resulted in research papers in Q1 journals. STIMULUS has developed programming skills in R, SAS, Matlab and WinBugs/OpenBugs and is familiar with SPSS.
Our expertise covers the following items:
- Longitudinal and clustered data analysis
- Missing data
- Analysis of continuous data
- Categorical data analysis
- Parametric and non-parametric bootstrapping
- Survey sampling, survey design and survey analysis
- Spatial data analysis for disease mapping and point pattern analysis
- Statistical models for infectious disease data
- Supervised and non-supervised machine learning techniques
