Fuzzy information and imprecise probability

There are different kinds of uncertainty in connection with statistics and probability models. Besides the fuzziness of data also the imprecision of a-priori distributions is an essential feature of stochastic models in applied mathematical work. The paper is on statistical analysis for fuzzy data, fuzzy densities and its application in Bayesian inference, including a gereralized probability concept, called fuzzy probability distributions.