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1. Resampling under Complex Sampling Designs: Roots, Development and the Way Forward

Author

Pier Luigi Conti and Fulvia Mecatti

Subjects
resampling, bootstrap, pseudo-population, asymptotics, empirical processes, Statistics, HA1-4737
Abstract

In the present paper, resampling for finite populations under an iid sampling design is reviewed. Our attention is mainly focused on pseudo-population-based resampling due to its properties. A principled appraisal of the main theoretical foundations and results is given and discussed, together with important computational aspects. Finally, a discussion on open problems and research perspectives is provided.

Published
2022
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