Article
Gene-level association analysis of bivariate ordinal traits with functional regressions.
Genetic epidemiology - 1 Sept 2023
Wang Shuqi, Chiu Chi-Yang, Wilson Alexander F, Bailey-Wilson Joan E, Agron Elvira, Chew Emily Y, Ahn Jaeil, Xiong Momiao, Fan Ruzong
Abstract excerpt
In genetic studies, many phenotypes have multiple naturally ordered discrete values. The phenotypes can be correlated with each other. If multiple correlated ordinal traits are analyzed simultaneously, the power of analysis may increase significantly while the false positives can be controlled well. In this study, we propose bivariate functional ordinal linear regression (BFOLR) models using latent regressions...
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