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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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Detalhes bibliográficos
Publicado no: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 em: Nature Publishing Group UK 2017
Assuntos:
Acesso em linha: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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