Precision-mapping and statistical validation of quantitative trait loci by machine learning
<p>Abstract</p> <p>Background</p> <p>We introduce a QTL-mapping algorithm based on Statistical Machine Learning (SML) that is conceptually quite different to existing methods as there is a strong focus on generalisation ability. Our approach combines ridge regression, r...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2008-05-01
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| Series: | BMC Genetics |
| Online Access: | http://www.biomedcentral.com/1471-2156/9/35 |