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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Detalles Bibliográficos
Autores principales: Wang, Yi, Li, Yi, Liu, Xiaoyu, Pu, Weilin, Wang, Xiaofeng, Wang, Jiucun, Xiong, Momiao, Yao Shugart, Yin, Jin, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630623/
https://www.ncbi.nlm.nih.gov/pubmed/28986523
http://dx.doi.org/10.1038/s41598-017-12783-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630623/
https://www.ncbi.nlm.nih.gov/pubmed/28986523
http://dx.doi.org/10.1038/s41598-017-12783-9

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