article Open AccessTop 10% cited
Enhancements to the ADMIXTURE algorithm for individual ancestry estimation
BMC Bioinformatics · 2011 · Vol. 12(1) · pp. 246–246
David H. Alexander✉Kenneth Lange(University of California, Los Angeles)
Abstract
The enhancements we have described make ADMIXTURE a more accurate, efficient, and versatile tool for ancestry estimation.
Genetic Associations and EpidemiologyGene expression and cancer classificationGenetic and phenotypic traits in livestockEstimationPopulationGeneticistSingle-nucleotide polymorphismBiologyComputer sciencePopulation geneticsMachine learningArtificial intelligenceComputational biology
MeSH terms
AlgorithmsArtificial IntelligenceGene FrequencyGenetics, PopulationHumansSoftwareGenome, HumanLikelihood FunctionsPolymorphism, Single NucleotidePopulation Groups
Funding
- U.S. Public Health Service
- National Institute of General Medical Sciences
Citations
1,665
FWCI
7.60
field-weighted impact
References
13
Percentile
98%
vs. same field & year
Citations per year
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References
Inference of Population Structure Using Multilocus Genotype Data
Genetics · 2000 · 33,917 citations
Population Structure and Eigenanalysis
PLoS Genetics · 2006 · 5,602 citations
A Fast and Flexible Statistical Model for Large-Scale Population Genotype Data: Applications to Inferring Missing Genotypes and Haplotypic Phase
The American Journal of Human Genetics · 2006 · 2,021 citations
Fast model-based estimation of ancestry in unrelated individuals
Genome Research · 2009 · 10,297 citations
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