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Limitations of principal components in quantitative genetic association models for human studies

Principal Component Analysis (PCA) and the Linear Mixed-effects Model (LMM), sometimes in combination, are the most common genetic association models. Previous PCA-LMM comparisons give mixed results, unclear guidance, and have several limitations, including not varying the number of principal compon...

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Detalles Bibliográficos
Autores principales: Yao, Yiqi, Ochoa, Alejandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234632/
https://www.ncbi.nlm.nih.gov/pubmed/37140344
http://dx.doi.org/10.7554/eLife.79238