Geodesic
Some asymptotic results connected with the Chauvenet test for case of multidimensional random variables
Zapiski Nauchnykh Seminarov POMI, Problems of the theory of probability distributions. Part VIII, Tome 130 (1983), pp. 181-189

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The asymptotic distribution of number ot outlying observations rejected by Chauvenet rule is studied for the multidimensional case with unknown parameters of location and scale. 
@article{ZNSL_1983_130_a19,
     author = {N. M. Khalfina},
     title = {Some asymptotic results connected with the {Chauvenet} test for case of multidimensional random variables},
     journal = {Zapiski Nauchnykh Seminarov POMI},
     pages = {181--189},
     publisher = {mathdoc},
     volume = {130},
     year = {1983},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ZNSL_1983_130_a19/}
}
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N. M. Khalfina. Some asymptotic results connected with the Chauvenet test for case of multidimensional random variables. Zapiski Nauchnykh Seminarov POMI, Problems of the theory of probability distributions. Part VIII, Tome 130 (1983), pp. 181-189. http://geodesic.mathdoc.fr/item/ZNSL_1983_130_a19/