Camponovo, Lorenzo; Scaillet, Olivier; Trojani, Fabio - 2006
We compute the breakdown point of the subsampling quantile of a general statistic, and show that it is increasing in the subsampling block size and the breakdown point of the statistic. These results imply fragile subsampling quantiles for moderate block sizes, also when subsampling procedures...