Multiple Temporal Cluster Detection

Biometrics - Tập 57 Số 2 - Trang 577-583 - 2001
Nicolas Molinari1, Christophe Bonaldi1, J.P. Daurès1
1Laboratoire de Biostatistique, Institut Universitaire de Recherche Clinique, 641 Avenue Gaston Giraud, 34093 Montpellier, France

Tóm tắt

Summary. This article proposes a simple method to determine single or multiple temporal clustering on a variable size population. By a transformation of the data set, the method based on a regression model allows consideration of a variable population size during the time of study. A model selection procedure and a resampling method are used to select the number of clusters. The results have applications in epidemiological studies of rare diseases.

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Tài liệu tham khảo

Akaike H., 1974, 2nd International Symposium on Information Theory, 267

Barton D. E., 1956, Some notes on ordered random intervals, Journal of the Royal Statistical Society, Series B, 18, 79

Berthier F., 2000, Rôle de la température sur l'existence de macro agrégats hivernaux d'hémoptysies, Revue des Maladies Respiratoires, 17, 1S125

10.1111/j.1467-842X.1977.tb01280.x

David H. A., 1980, Order Statistics, Wiley Series in Probability and Mathematical Statistics

10.2307/2528500

10.1080/03610928308828583

10.1214/aop/1176996278

10.1214/aop/1176995725

Knox G., 1959, Secular pattern of congenital oesophageal atresia, British Journal of Preventive Social Medicine, 13, 222

10.1080/03610929708831995

10.1002/sim.4780140809

10.2307/2529394

MathSoft, 1996, S‐Plus for Unix Supplement

McClure D. E., 1976, Extreme nonuniform spacings

Müller K., 1992, Consistency properties of model selection procedures in multiple linear regression

10.1002/(SICI)1097-0258(19960415)15:7/9<845::AID-SIM254>3.0.CO;2-X

10.1080/01621459.1965.10480810

Naus J. I., 1966, Some probabilities, expectations and variances for the size of largest clusters and smallest intervals, Journal of the American Statistical Association, 61, 1191, 10.1080/01621459.1966.10482203

Naus J. I., 1982, Approximations for distributions of scan statistics, Journal of the American Statistical Association, 77, 177, 10.1080/01621459.1982.10477783

10.1214/aos/1176344136

10.2307/2530740

10.1093/oxfordjournals.aje.a112908

10.1093/ije/10.3.289

Whittemore A., 1986, A letter to the editor. On Tango's index of disease clustering in time, Biometrics, 42, 218