Array-based schemes for group screening with test errors which incorporate a concentration effect Journal Article


Authors: Habtesllassie, Y.G.; Haines, Linda M.; Mwambi, H.G.; Odhiambo, J.W.
Article Title: Array-based schemes for group screening with test errors which incorporate a concentration effect
Abstract: Group screening is widely used as an efficient method for identifying samples or factors from a large population that are in some sense active. The focus in the present paper is on screening blood samples for infectious diseases when errors in testing are present. Specific attention is given to the introduction of a concentration effect, that is to settings in which the error in testing a group of blood samples depends on the number of samples in that group which are infected. Four array-based group screening schemes, the Dorfman, the and, the or and a modification of the and scheme, are considered and their performance appraised by deriving explicit formulae for the expected number of tests, the expected number of false negatives and the expected number of false positives. The results are illustrated by means of two examples. As an aside, relationships complementary to those derived in the context of blood screening are developed within the area of group factor screening.
Keywords: Array; Group testing; Factors; False negatives; False positives; Sensitivity; Specificity
Journal Title: Journal of Statistical Planning and Inference
ISSN: 0378-3758
Publisher: Elsevier  
Date Published: 2015-06-04
DOI/URL: