Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models

Genetic prediction of complex traits with polygenic architecture has wide application from animal breeding to disease prevention. Here, Zeng and Zhou develop a non-parametric genetic prediction method based on latent Dirichlet Process regression models.

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Detalles Bibliográficos
Autores principales:	Ping Zeng, Xiang Zhou
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/8859acd6efc645b699dcf8c04c6481c5
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spelling	oai:doaj.org-article:8859acd6efc645b699dcf8c04c6481c52021-12-02T14:41:20ZNon-parametric genetic prediction of complex traits with latent Dirichlet process regression models10.1038/s41467-017-00470-22041-1723https://doaj.org/article/8859acd6efc645b699dcf8c04c6481c52017-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-00470-2https://doaj.org/toc/2041-1723Genetic prediction of complex traits with polygenic architecture has wide application from animal breeding to disease prevention. Here, Zeng and Zhou develop a non-parametric genetic prediction method based on latent Dirichlet Process regression models.Ping ZengXiang ZhouNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-11 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Ping Zeng Xiang Zhou Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
description	Genetic prediction of complex traits with polygenic architecture has wide application from animal breeding to disease prevention. Here, Zeng and Zhou develop a non-parametric genetic prediction method based on latent Dirichlet Process regression models.
format	article
author	Ping Zeng Xiang Zhou
author_facet	Ping Zeng Xiang Zhou
author_sort	Ping Zeng
title	Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
title_short	Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
title_full	Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
title_fullStr	Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
title_full_unstemmed	Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
title_sort	non-parametric genetic prediction of complex traits with latent dirichlet process regression models
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/8859acd6efc645b699dcf8c04c6481c5
work_keys_str_mv	AT pingzeng nonparametricgeneticpredictionofcomplextraitswithlatentdirichletprocessregressionmodels AT xiangzhou nonparametricgeneticpredictionofcomplextraitswithlatentdirichletprocessregressionmodels
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Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models

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