BET-package

The <code>BET</code> package provides functions for nonparametric detection of nonuniformity and dependence with Binary Expansion Testing (BET).

BET_package

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, <DOI:10.1080/01621459.2018.1537921>, Kai Zhang, Wan Zhang, Zhigen Zhao, Wen Zhou. (2023). BEAUTY Powered BEAST, <doi:10.48550/arXiv.2103.00674> 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.

Wan Zhang

Binary Expansion Testing

Zhigen Zhao

Michael Baiocchi

Kai Zhang

BET_package function

<code>MaxBET</code>
<code>symm</code>
<code>get.signs</code>
<code>cell.counts</code>
<code>bet.plot</code>
<code>MaxBETs</code>
<code>BEAST</code>

BET functions

Kai Zhang (2019) BET on Independence, Journal of the American Statistical Association, 114:528, 1620-1637, tools:::Rd_expr_doi("10.1080/01621459.2018.1537921"),
Kai Zhang, Zhigen Zhao, and Wen Zhou (2021). BEAUTY Powered BEAST, &lt;arXiv:2103.00674&gt; and
Wan Zhang, Zhigen Zhao, Michael Baiocchi, Yao Li, Kai Zhang. SorBET: A Fast and Powerful Algorithm to Test Dependence of Variables. Techinical report, 2023.

Reference(s)

Binary Expansion Testing — BET_package

<code>MaxBET</code>
<code>symm</code>
<code>get.signs</code>
<code>cell.counts</code>
<code>bet.plot</code>
<code>MaxBETs</code>
<code>BEAST</code>

Kai Zhang (2019) BET on Independence, Journal of the American Statistical Association, 114:528, 1620-1637, tools:::Rd_expr_doi("10.1080/01621459.2018.1537921"),
Kai Zhang, Zhigen Zhao, and Wen Zhou (2021). BEAUTY Powered BEAST, &lt;arXiv:2103.00674&gt; and
Wan Zhang, Zhigen Zhao, Michael Baiocchi, Yao Li, Kai Zhang. SorBET: A Fast and Powerful Algorithm to Test Dependence of Variables. Techinical report, 2023.

BET_package: Binary Expansion Testing

Description

Arguments

BET functions

Reference(s)