Asymptotic behaviour of empirical multiinformation

The asymptotic behaviour of an estimator of multiinformation is investigated. It is shown that it qualitatively depends on the value of certain numerical characteristic. If this characteristic is non-zero then the estimator is asymptotically normally distributed. In the opposite case the asymptotic distribution of the estimator is the distribution of a weighted sum of squares of independent normally distributed random variables.