knnAUC: an open-source R package for detecting nonlinear dependence between one continuous variable and one binary variable

BACKGROUND: Testing the dependence of two variables is one of the fundamental tasks in statistics. In this work, we developed an open-source R package (knnAUC) for detecting nonlinear dependence between one continuous variable X and one binary dependent variables Y (0 or 1). RESULTS: We addressed th...

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Dettagli Bibliografici
Pubblicato in:BMC Bioinformatics
Autori principali: Li, Yi, Liu, Xiaoyu, Ma, Yanyun, Wang, Yi, Zhou, Weichen, Hao, Meng, Yuan, Zhenghong, Liu, Jie, Xiong, Momiao, Shugart, Yin Yao, Wang, Jiucun, Jin, Li
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2018
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Software
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6249767/
https://ncbi.nlm.nih.gov/pubmed/30466390
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2427-4
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