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A novel approach for small sample size family-based association studies: sequential tests
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Date
2011-08-01
Author
İlk Dağ, Özlem
Dungul, Dilay Ciglidag
ÖZDAĞ, Hilal
İLK, HAKKI GÖKHAN
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In this paper, we propose a sequential probability ratio test (SPRT) to overcome the problem of limited samples in studies related to complex genetic diseases. The results of this novel approach are compared with the ones obtained from the traditional transmission disequilibrium test (TDT) on simulated data. Although TDT classifies single-nucleotide polymorphisms (SNPs) to only two groups (SNPs associated with the disease and the others), SPRT has the flexibility of assigning SNPs to a third group, that is, those for which we do not have enough evidence and should keep sampling. It is shown that SPRT results in smaller ratios of false positives and negatives, as well as better accuracy and sensitivity values for classifying SNPs when compared with TDT. By using SPRT, data with small sample size become usable for an accurate association analysis. European Journal of Human Genetics (2011) 19, 915-920; doi:10.1038/ejhg.2011.51; published online 23 March 2011
Subject Keywords
Genetics(clinical)
,
Genetics
URI
https://hdl.handle.net/11511/39918
Journal
EUROPEAN JOURNAL OF HUMAN GENETICS
DOI
https://doi.org/10.1038/ejhg.2011.51
Collections
Department of Statistics, Article
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Ö. İlk Dağ, D. C. Dungul, H. ÖZDAĞ, and H. G. İLK, “A novel approach for small sample size family-based association studies: sequential tests,”
EUROPEAN JOURNAL OF HUMAN GENETICS
, pp. 915–920, 2011, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/39918.