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Controlling false discoveries in high-dimensional situations: boosting with stability selection
BACKGROUND: Modern biotechnologies often result in high-dimensional data sets with many more variables than observations (n≪p). These data sets pose new challenges to statistical analysis: Variable selection becomes one of the most important tasks in this setting. Similar challenges arise if in mode...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2015
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464883/ https://www.ncbi.nlm.nih.gov/pubmed/25943565 http://dx.doi.org/10.1186/s12859-015-0575-3 |