Practical Issues in Screening and Variable Selection in Genome-Wide Association Analysis

Variable selection methods play an important role in high-dimensional statistical modeling and analysis. Computational cost and estimation accuracy are the two main concerns for statistical inference from ultrahigh-dimensional data. In particular, genome-wide association studies (GWAS), which focus...

Descripción completa

Detalles Bibliográficos
Autores principales: Hong, Sungyeon, Kim, Yongkang, Park, Taesung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2015
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298256/
https://www.ncbi.nlm.nih.gov/pubmed/25635166
http://dx.doi.org/10.4137/CIN.S16350

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298256/
https://www.ncbi.nlm.nih.gov/pubmed/25635166
http://dx.doi.org/10.4137/CIN.S16350

Ejemplares similares