BET on Independence

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چکیده

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BET on Independence

We study the problem of nonparametric dependence detection when no assumption is made about the joint distribution. We approach this problem by introducing the new concept of binary expansion statistics (BEStat), which examines dependence through a filtration induced by marginal binary expansions. In particular, we propose the binary expansion testing (BET) framework to test independence up to ...

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ژورنال

عنوان ژورنال: Journal of the American Statistical Association

سال: 2019

ISSN: 0162-1459,1537-274X

DOI: 10.1080/01621459.2018.1537921