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

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

Abstract 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 addre...

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Bibliographic Details
Main Authors: Yi Li, Xiaoyu Liu, Yanyun Ma, Yi Wang, Weichen Zhou, Meng Hao, Zhenghong Yuan, Jie Liu, Momiao Xiong, Yin Yao Shugart, Jiucun Wang, Li Jin
Format: Article
Language:English
Published: BMC 2018-11-01
Series:BMC Bioinformatics
Subjects:
Open source
R package
Nonlinear dependence
One continuous variable
One binary dependent variable
AUC
Online Access:http://link.springer.com/article/10.1186/s12859-018-2427-4

Internet

http://link.springer.com/article/10.1186/s12859-018-2427-4

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