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Supervised machine learning and logistic regression identifies novel epistatic risk factors with PTPN22 for rheumatoid arthritis

Investigating genetic interactions (epistasis) has proven difficult despite the recent advances of both laboratory methods and statistical developments. With no ‘best’ statistical approach available, combining several analytical methods may be optimal for detecting epistatic interactions. Using a mu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Briggs, FBS, Ramsay, PP, Madden, E, Norris, JM, Holers, VM, Mikuls, TR, Sokka, T, Seldin, MF, Gregersen, PK, Criswell, LA, Barcellos, LF
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3118040/
https://ncbi.nlm.nih.gov/pubmed/20090771
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/gene.2009.110
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