The cumulants of the information loss are discussed as characteristic measures of dynamical chaos. They are extensions of the Liapunov exponent and Kolmogorov entropy, which are given by mean values of the information loss. The most important cumulant of higher than first order is the variance. It is discussed in particular for the logistic map.