Rejection of the outlying observations with the test of Chavenet

The paper deals with the asymptotic distribution of number $\mathcal N$ of the outliers, which are rejected by the Chauvenet test for random variables with the distribution function, which depends from an unknown parameter. The maximum likelihood estimate was used for this unknown parameter.