Regularized Machine Learning in the Genetic Prediction of Complex Traits

Show full item record



Permalink

http://hdl.handle.net/10138/162529

Citation

Okser , S , Pahikkala , T , Airola , A , Salakoski , T , Ripatti , S & Aittokallio , T 2014 , ' Regularized Machine Learning in the Genetic Prediction of Complex Traits ' , PLoS Genetics , vol. 10 , no. 11 , 1004754 . https://doi.org/10.1371/journal.pgen.1004754

Title: Regularized Machine Learning in the Genetic Prediction of Complex Traits
Author: Okser, Sebastian; Pahikkala, Tapio; Airola, Antti; Salakoski, Tapio; Ripatti, Samuli; Aittokallio, Tero
Contributor: University of Helsinki, Hjelt Institute (-2014)
University of Helsinki, Institute for Molecular Medicine Finland
Date: 2014-11
Language: eng
Number of pages: 9
Belongs to series: PLoS Genetics
ISSN: 1553-7390
URI: http://hdl.handle.net/10138/162529
Subject: GENOME-WIDE ASSOCIATION
RISK PREDICTION
MISSING HERITABILITY
VARIABLE SELECTION
RANDOM FOREST
POPULATION STRATIFICATION
LINKAGE DISEQUILIBRIUM
SPARSE REGRESSION
HUMAN-DISEASE
MIXED-MODEL
3111 Biomedicine
Rights:


Files in this item

Total number of downloads: Loading...

Files Size Format View
pgen.1004754.pdf 493.3Kb PDF View/Open

This item appears in the following Collection(s)

Show full item record