STATISTICS
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Non- and semi-parametric regression
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Time series and wavelets
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Extreme value theory
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Copulas
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Incomplete data analysis
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Resampling methods
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Modeling of multivariate data
in high dimension
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Applications to signal and
mage treatment, econometrics,
efficiency analysis, prediction, treatment of censored data
BIOSTATISTICS
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Survival analysis
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Statistics for clinical trials
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Frequentist and bayesian modeling of biological processes
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Chemometrics
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Quality control
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Design of experiments
ACTUARIAL SCIENCES
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Probabilistic and statistical analysis of insurance and financial risks
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Stochastic dominance and inequalities
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Financial econometrics
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Modeling and impact of dependence
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Mathematical risk theory
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Quantification of risks through extreme value theory
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Mathematical finance
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Pension theory