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

Pier Luigi Conti and Fulvia Mecatti
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Pier Luigi Conti: Dipartimento di Scienze Statistiche, Sapienza Università di Roma, P.le Aldo Moro, 5, 00185 Roma, Italy
Fulvia Mecatti: Dipartimento di Sociologia e Ricerca Sociale, Università di Milano-Bicocca, Via Bicocca Degli Arcimboldi, 8, 20126 Milano, Italy

Stats, 2022, vol. 5, issue 1, 1-12

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.

Keywords: resampling; bootstrap; pseudo-population; asymptotics; empirical processes (search for similar items in EconPapers)
JEL-codes: C1 C10 C11 C14 C15 C16 (search for similar items in EconPapers)
Date: 2022
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

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