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A recursive procedure is introduced and allows to identify multiple clusters independently. This new scan statistic seems to be more efficient than the classical scan statistic for detecting and recovering cluster alternatives. These results have applications in epidemiological studies of rare diseases. (\u00a9 2008 WILEY\u2010VCH Verlag GmbH &amp; Co. KGaA, Weinheim)<\/jats:p>","DOI":"10.1002\/bimj.200710412","type":"journal-article","created":{"date-parts":[[2008,3,3]],"date-time":"2008-03-03T06:51:13Z","timestamp":1204527073000},"page":"299-310","source":"Crossref","is-referenced-by-count":30,"title":["A Hypothesis\u2010Free Multiple Scan Statistic with Variable Window"],"prefix":"10.1002","volume":"50","author":[{"given":"L.","family":"Cucala","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2008,3,28]]},"reference":[{"key":"e_1_2_1_2_1","unstructured":"David H. 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