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Wilhelm, Matthieu

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Wilhelm, Matthieu
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https://libra.unine.ch/handle/123456789/879

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  • Publication
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    Probability sampling designs: Balancing and principles for choice of design
    (2017-12-20)
    Tillé, Yves 
    ;
    Wilhelm, Matthieu 
    In this paper, we first aim to formalize the choice of the sampling design for a particular estimation problem. Next several principles are proposed: randomization, over-representation and restriction. These principles are fundamental to assist in the determination of the most appropriate design. A priori knowledge of the population can be also formalized by modelling the population, which can be helpful when choosing the sampling design. We present a list of sampling designs by specifying their corresponding models and the principles used to derive them. Emphasis is placed on new spatial sampling methods and their related models. A simulation shows the advantages of the different methods.