Extreme value statistics provides accurate estimates for the small occurrence probabilities of rare events. While theory and statistical tools for univariate extremes are well developed, methods for high-dimensional and complex data sets are still scarce. Appropriate notions of sparsity and...

Einführung in die empirische Datenanalyse -- Regressionsanalyse -- Varianzanalyse -- Kontingenzanalyse (Kreuztabellierung) -- Logistische Regression -- Diskriminanzanalyse -- Faktorenanalyse -- Clusteranalyse -- Conjointanalyse.