Activities
My expertise is about biostatistics and modelling...
... applied to environmental health, aquatic and terrestrial ecotoxicology and ecology, microbial ecology, environmental toxicology, exposure science, epidemiology
General statistical knowledge :
linear and nonlinear models, generalized linear models, mixed effect models
multivariate analysis (PLS, PLS-DA, PCA, PCoA, RDA, etc.)
differential equations, dynamic systems
probability distributions, elicitation, probabilistic risk assessment
Monte-Carlo simulations, bootstrap, etc.
frequentist and Bayesian inference techniques
optimal design, sample size determination
model choice and validation, sensitivity analysis
Specific methods for :
ecotoxicity data: dose-response curves, toxicokinetics-toxicodynamics, Dynamic Energy Budget theory applied to toxicology (DEBtox)
risk assessment: handling of uncertainty and variability, species sensitivity distribution,
ecology: community species data, population dynamics models
metabolomics by LC/GC-MS and NMR: peak extraction, smart bucketing
exposure sciences: spatial data related to Geographical Information System
epidemiology: risk factors, censored data, attenuation bias
Co-Chairing of the SETAC Berlin 2012 session "Advanced statistical methods in quantitative ecotoxicology" (with Prof. David Fox and Prof. Wayne Landis).
Teaching and Training (see the dedicated page) including Summer School and Short Course on Bayesian Statistics.
Reviewer for Environment International, Environmental Science and Technology, Ecotoxicology and Environmental Safety, Environmental Toxicology and Chemistry, Ecology, Springer...