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Screening for stratification in two-phase (‘two- stage’) epidemiological surveys

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Screening for stratification in two-phase (‘two- stage’) epidemiological surveys. / Pickles, Andrew; Dunn, Graham; Vázquez-Barquero, José Luis.

In: Statistical Methods in Medical Research, Vol. 4, No. 1, 03.07.2018, p. 73-89.

Research output: Contribution to journalArticle

Harvard

Pickles, A, Dunn, G & Vázquez-Barquero, JL 2018, 'Screening for stratification in two-phase (‘two- stage’) epidemiological surveys', Statistical Methods in Medical Research, vol. 4, no. 1, pp. 73-89. https://doi.org/10.1177/096228029500400106

APA

Pickles, A., Dunn, G., & Vázquez-Barquero, J. L. (Accepted/In press). Screening for stratification in two-phase (‘two- stage’) epidemiological surveys. Statistical Methods in Medical Research, 4(1), 73-89. https://doi.org/10.1177/096228029500400106

Vancouver

Pickles A, Dunn G, Vázquez-Barquero JL. Screening for stratification in two-phase (‘two- stage’) epidemiological surveys. Statistical Methods in Medical Research. 2018 Jul 3;4(1):73-89. https://doi.org/10.1177/096228029500400106

Author

Pickles, Andrew ; Dunn, Graham ; Vázquez-Barquero, José Luis. / Screening for stratification in two-phase (‘two- stage’) epidemiological surveys. In: Statistical Methods in Medical Research. 2018 ; Vol. 4, No. 1. pp. 73-89.

Bibtex Download

@article{8da1c388c11a427fbb6feb2e0a95e6e0,
title = "Screening for stratification in two-phase (‘two- stage’) epidemiological surveys",
abstract = "Screening is undertaken not only for the purpose of giving therapeutic treatment to those among screen positive subjects found to be diagnosis positive, but it is also used in epidemiology as the first phase of multi-phase sampling designs. We review the use of such designs in epidemiology, and in psychiatric epidemiology in particular, focusing on two-phase or double sampling. We then compare a variety of approaches to the statistical analysis of data from such designs including the use of sampling weights, Gibbs sampling, full maximum likelihood for random effects logistic regression and a simple E-M algorithm for incomplete data. The methods are illustrated using data from a recent multi-phase study of psychiatric morbidity in northern Spain.",
author = "Andrew Pickles and Graham Dunn and V{\'a}zquez-Barquero, {Jos{\'e} Luis}",
year = "2018",
month = "7",
day = "3",
doi = "10.1177/096228029500400106",
language = "English",
volume = "4",
pages = "73--89",
journal = "Statistical Methods in Medical Research",
issn = "0962-2802",
publisher = "SAGE Publications Ltd",
number = "1",

}

RIS (suitable for import to EndNote) Download

TY - JOUR

T1 - Screening for stratification in two-phase (‘two- stage’) epidemiological surveys

AU - Pickles, Andrew

AU - Dunn, Graham

AU - Vázquez-Barquero, José Luis

PY - 2018/7/3

Y1 - 2018/7/3

N2 - Screening is undertaken not only for the purpose of giving therapeutic treatment to those among screen positive subjects found to be diagnosis positive, but it is also used in epidemiology as the first phase of multi-phase sampling designs. We review the use of such designs in epidemiology, and in psychiatric epidemiology in particular, focusing on two-phase or double sampling. We then compare a variety of approaches to the statistical analysis of data from such designs including the use of sampling weights, Gibbs sampling, full maximum likelihood for random effects logistic regression and a simple E-M algorithm for incomplete data. The methods are illustrated using data from a recent multi-phase study of psychiatric morbidity in northern Spain.

AB - Screening is undertaken not only for the purpose of giving therapeutic treatment to those among screen positive subjects found to be diagnosis positive, but it is also used in epidemiology as the first phase of multi-phase sampling designs. We review the use of such designs in epidemiology, and in psychiatric epidemiology in particular, focusing on two-phase or double sampling. We then compare a variety of approaches to the statistical analysis of data from such designs including the use of sampling weights, Gibbs sampling, full maximum likelihood for random effects logistic regression and a simple E-M algorithm for incomplete data. The methods are illustrated using data from a recent multi-phase study of psychiatric morbidity in northern Spain.

U2 - 10.1177/096228029500400106

DO - 10.1177/096228029500400106

M3 - Article

C2 - 7613639

AN - SCOPUS:0029261149

VL - 4

SP - 73

EP - 89

JO - Statistical Methods in Medical Research

JF - Statistical Methods in Medical Research

SN - 0962-2802

IS - 1

ER -

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