Bagging Nearest-Neighbor Prediction independence Test: an efficient method for nonlinear dependence of two continuous variables

Testing dependence/correlation of two variables is one of the fundamental tasks in statistics. In this work, we proposed an efficient method for nonlinear dependence of two continuous variables (X and Y). We addressed this research question by using BNNPT (Bagging Nearest-Neighbor Prediction indepen...

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Publicado en:Sci Rep
Main Authors: Wang, Yi, Li, Yi, Liu, Xiaoyu, Pu, Weilin, Wang, Xiaofeng, Wang, Jiucun, Xiong, Momiao, Yao Shugart, Yin, Jin, Li
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2017
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5630623/
https://ncbi.nlm.nih.gov/pubmed/28986523
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-12783-9
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