Wei, Bei; Lee, Stephen M.S. - In: Journal of Multivariate Analysis 105 (2012) 1, pp. 112-123
We consider the problem of setting bootstrap confidence regions for multivariate parameters based on data depth functions. We prove, under mild regularity conditions, that depth-based bootstrap confidence regions are second-order accurate in the sense that their coverage error is of order n−1,...