A score test for linkage analysis of ordinal traits based on IBD sharing

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A score test for linkage analysis of ordinal traits based on IBD sharing.

Statistical methods for linkage analysis are well established for both binary and quantitative traits. However, numerous diseases including cancer and psychiatric disorders are rated on discrete ordinal scales. To analyze pedigree data with ordinal traits, we recently proposed a latent variable model which has higher power to detect linkage using ordinal traits than methods using the dichotomiz...

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Linkage analysis of ordinal traits for pedigree data.

Linkage analysis is used routinely to map genes for human diseases and conditions. However, the existing linkage-analysis methods require that the diseases or conditions either be dichotomized or measured by a quantitative trait, such as blood pressure for hypertension. In the latter case, normality is generally assumed for the trait. However, many diseases and conditions, such as cancer and me...

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LOT: a tool for linkage analysis of ordinal traits for pedigree data

SUMMARY Existing linkage-analysis methods address binary or quantitative traits. However, many complex diseases and human conditions, particularly behavioral disorders, are rated on ordinal scales. Herein, we introduce, LOT, a tool that performs linkage analysis of ordinal traits for pedigree data. It implements a latent-variable proportional-odds logistic model that relates inheritance pattern...

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ژورنال

عنوان ژورنال: Biostatistics

سال: 2007

ISSN: 1465-4644,1468-4357

DOI: 10.1093/biostatistics/kxm016