Abstract:
We prove an extended continuous mapping theorem for outer almost sure weak
convergence in a metric space, a notion that is used in bootstrap
empirical processes theory. Then we make use of those results to establish the
consistency of several bootstrap procedures in
empirical likelihood theory for functional parameters.