Regularized Machine Learning in the Genetic Prediction of Complex Traits
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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 organization: | Hjelt Institute (-2014) Institute for Molecular Medicine Finland Biostatistics Helsinki Bioinformatics Complex Disease Genetics |
| Date: | 2014-11 |
| Language: | eng |
| Number of pages: | 9 |
| Belongs to series: | PLoS Genetics |
| ISSN: | 1553-7390 |
| DOI: | https://doi.org/10.1371/journal.pgen.1004754 |
| 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 |
| Peer reviewed: | Yes |
| Rights: | cc_by |
| Usage restriction: | openAccess |
| Self-archived version: | publishedVersion |
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Articles from TUHAT CRIS [46568]