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.

Luigi Conti, P., Mecatti, F. (2022). Resampling under Complex Sampling Designs: Roots, Development and the Way Forward. STATS, 5(1), 258-269 [10.3390/stats5010016].

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

Fulvia Mecatti
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 provided.
No
Articolo in rivista - Articolo scientifico
Scientifica
resampling; bootstrap; pseudo-population; asymptotics; empirical processes
English
258
269
12
Luigi Conti, P., Mecatti, F. (2022). Resampling under Complex Sampling Designs: Roots, Development and the Way Forward. STATS, 5(1), 258-269 [10.3390/stats5010016].
Luigi Conti, P; Mecatti, F
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/10281/391653
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