Michael H. Neumann (Technische Universität Braunschweig) ``Tests of time series models'' We propose a new method of testing time series models which is based on the difference between a model-based and a fully nonparametric estimate of the transition probabilities. An appropriate critical value is found by the bootstrap. (This talk is based on joint work with E. Paparoditis, University of Cyprus, Nicosia.)