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
Resampling under Complex Sampling Designs: Roots, Development and the Way Forward / Conti, Pier Luigi; Mecatti, Fulvia. - In: STATS. - ISSN 2571-905X. - 5:(2022), pp. 258-269. [10.3390/stats5010016]
Resampling under Complex Sampling Designs: Roots, Development and the Way Forward
Pier Luigi Conti
Primo
Methodology
;Fulvia MecattiSecondo
Methodology
2022
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 providedFile allegati a questo prodotto
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