Generalized linear model for mapping discrete trait loci implemented with LASSO algorithm.

Generalized linear model for mapping discrete trait loci implemented with LASSO algorithm.

Generalized estimating equation (GEE) algorithm under a heterogeneous residual variance model is an extension of the iteratively reweighted least squares (IRLS) method for continuous traits to discrete traits. In contrast to mixture model-based expectation-maximization (EM) algorithm, the GEE algori...

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Bibliographic Details
Main Authors: Jun Xing, Huijiang Gao, Yang Wu, Yani Wu, Hongwang Li, Runqing Yang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4161361?pdf=render

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