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BET (version 0.5.4)

Binary Expansion Testing

Description

Nonparametric detection of nonuniformity and dependence with Binary Expansion Testing (BET). See Kai Zhang (2019) BET on Independence, Journal of the American Statistical Association, 114:528, 1620-1637, , Kai Zhang, Wan Zhang, Zhigen Zhao, Wen Zhou. (2023). BEAUTY Powered BEAST, and Wan Zhang, Zhigen Zhao, Michael Baiocchi, Yao Li, Kai Zhang. (2023) SorBET: A Fast and Powerful Algorithm to Test Dependence of Variables, Techinical report.

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Version

Install

install.packages('BET')

Monthly Downloads

308

Version

0.5.4

License

GPL

Maintainer

Wan Zhang

Last Published

September 9th, 2024

Functions in BET (0.5.4)

MaxBETs

Binary Expansion Testing up to a Certain Depth
cell.counts

Counts the amount of points in each cell after binary expansion.
bet.plot

Plotting Binary Expansion Testing (2-dimensions)
get.signs

Signs of Colors of all Points for all Interactions
BET_package

Binary Expansion Testing
symm

Symmetry Statistics for all Interactions
MaxBET

Binary Expansion Testing at a Certain Depth
star

Coordinates of Brightest Stars in the Night Sky
BEAST

Binary Expansion Adaptive Symmetry Test