In order to measure the association between an exposure variable X and an outcome variable Y, we introduce the effect-control sampling design and we consider the family of symmetric association measures. Focusing on the case of binary exposure and outcome variables, a general estimator of such measures is proposed and its asymptotic properties are also discussed. We define an allocation procedure for a stratified effect-control design, which is optimal in terms of the variance of such an estimator. Finally, small sample behaviour is investigated by Monte Carlo simulation for a measure belonging to the family, which we believe particularly interesting as it possess the appealing property of being normalized.

Borgoni, R., Marasini, D., Quatto, P. (2010). Symmetric association measures in effect-control sampling. In Atti della XLV Riunione Scientifica della Società Italiana di Statistica.

Symmetric association measures in effect-control sampling

BORGONI, RICCARDO;MARASINI, DONATA;QUATTO, PIERO
2010

Abstract

In order to measure the association between an exposure variable X and an outcome variable Y, we introduce the effect-control sampling design and we consider the family of symmetric association measures. Focusing on the case of binary exposure and outcome variables, a general estimator of such measures is proposed and its asymptotic properties are also discussed. We define an allocation procedure for a stratified effect-control design, which is optimal in terms of the variance of such an estimator. Finally, small sample behaviour is investigated by Monte Carlo simulation for a measure belonging to the family, which we believe particularly interesting as it possess the appealing property of being normalized.
paper
Sample design and estimation, association measures, optimal sampling
English
XLV Riunione Scientifica della Società Italiana di Statistica
2010
Atti della XLV Riunione Scientifica della Società Italiana di Statistica
9788861295667
2010
none
Borgoni, R., Marasini, D., Quatto, P. (2010). Symmetric association measures in effect-control sampling. In Atti della XLV Riunione Scientifica della Società Italiana di Statistica.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/21202
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