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. AndreisPrimo
;
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.File | Dimensione | Formato | |
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Andreis - Mecatti - Short paper.pdf
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