Meta-analysis techniques applied in prevalence rate estimation
Discussiones Mathematicae. Probability and Statistics, Tome 33 (2013) no. 1-2, pp. 79-97

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In some cases, the estimators obtained in compound tests have better features than the traditional ones, obtained from individual tests, cf. Sobel and Elashoff (1975), Garner et al. (1989) and Loyer (1983). The bias, the efficiency and the robustness of these estimators are investigated in several papers, e.g. Chen and Swallow (1990), Hung and Swallow (1999) and Lancaster and Keller-McNulty (1998). Thus, the use of estimators based on compound tests not only allows a substantial saving of costs, but they also can (in some situations) be more accurate than the estimators based on the individual tests.
Keywords: compound tests, estimation of prevalence, meta-analysis, sensitivity, specificity
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Martins, João; Felgueiras, Miguel; Santos, Rui. Meta-analysis techniques applied in prevalence rate estimation. Discussiones Mathematicae. Probability and Statistics, Tome 33 (2013) no. 1-2, pp. 79-97. http://geodesic.mathdoc.fr/item/DMPS_2013_33_1-2_a5/