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Lost in Translation: On the Problem of Data Coding in Penalized Whole Genome Regression with Interactions

Mixed models can be considered as a type of penalized regression and are everyday tools in statistical genetics. The standard mixed model for whole genome regression (WGR) is ridge regression best linear unbiased prediction (RRBLUP) which is based on an additive marker effect model. Many publication...

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Detalles Bibliográficos
Autores principales: Martini, Johannes W. R., Rosales, Francisco, Ha, Ngoc-Thuy, Heise, Johannes, Wimmer, Valentin, Kneib, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6469405/
https://www.ncbi.nlm.nih.gov/pubmed/30760541
http://dx.doi.org/10.1534/g3.118.200961