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Power Calculation of Multi-step Combined Principal Components with Applications to Genetic Association Studies

Principal component analysis (PCA) is a useful tool to identify important linear combination of correlated variables in multivariate analysis and has been applied to detect association between genetic variants and human complex diseases of interest. How to choose adequate number of principal compone...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Li, Zhengbang, Zhang, Wei, Pan, Dongdong, Li, Qizhai
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4870571/
https://ncbi.nlm.nih.gov/pubmed/27189724
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep26243
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