Regularized Machine Learning in the Genetic Prediction of Complex Traits

Sebastian Okser, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Samuli Ripatti, Tero Aittokallio

Research output: Contribution to journalReview ArticleScientificpeer-review

Original languageEnglish
Article number1004754
JournalPLoS Genetics
Volume10
Issue number11
Number of pages9
ISSN1553-7390
DOIs
Publication statusPublished - Nov 2014
MoE publication typeA2 Review article in a scientific journal

Fields of Science

  • GENOME-WIDE ASSOCIATION
  • RISK PREDICTION
  • MISSING HERITABILITY
  • VARIABLE SELECTION
  • RANDOM FOREST
  • POPULATION STRATIFICATION
  • LINKAGE DISEQUILIBRIUM
  • SPARSE REGRESSION
  • HUMAN-DISEASE
  • MIXED-MODEL
  • 3111 Biomedicine

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