The effect of the practice of rounding non-integer weights in bootstrapping complex sam-ples form finite populations is investigated by means of an extended simulation study. The extent to which rounding can interfere with basic bootstrap principles as well as with the formal properties of the final bootstrap estimate are evaluated. Indications and recommendations on application of this method are discussed.

Rouding non-integer weights in bootstrapping non IID samples : actual problem or harmless practice? / F. Andreis, F. Mecatti. ((Intervento presentato al convegno Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction tenutosi a Milano nel 2013.

Rouding non-integer weights in bootstrapping non IID samples : actual problem or harmless practice?

F. Andreis
Primo
;
2013

Abstract

The effect of the practice of rounding non-integer weights in bootstrapping complex sam-ples form finite populations is investigated by means of an extended simulation study. The extent to which rounding can interfere with basic bootstrap principles as well as with the formal properties of the final bootstrap estimate are evaluated. Indications and recommendations on application of this method are discussed.
9-set-2013
bootstrap; rounding problem; finite populations; pps sampling
Settore SECS-S/01 - Statistica
Politecnico di Milano
Rouding non-integer weights in bootstrapping non IID samples : actual problem or harmless practice? / F. Andreis, F. Mecatti. ((Intervento presentato al convegno Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction tenutosi a Milano nel 2013.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/250358
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