splitX

splitY

These functions are helpers to safely split bins
along X or Y.

An iterative implementation of a recursive binary partitioning algorithm to measure pairwise dependence with a modular design that allows user specification of the splitting logic and stop criteria. Helper functions provide suggested versions of both and support visualization and the computation of summary statistics on final binnings. For a complete description of the functionality and algorithm, see Salahub and Oldford (2023) <doi:10.48550/arXiv.2311.08561>.

Chris Salahub

AssocBin

Measuring Association with Recursive Binning

splitX function

<dl><dt>bin</dt>
<dd>a bin to be split with elements `x`, `y`, `depth`,
`bnds` (list with elements `x` and `y`), `expn`, `n`</dd>
<dt>bd</dt>
<dd>numeric split point within the bin bounds</dd>
<dt>above</dt>
<dd>indices of `x` and `y` points in the bin above `bd`</dd>
<dt>below</dt>
<dd>indices of `x` and `y` points in the bin below `bd`</dd></dl>

Arguments

<ul>
<li><code>splitX()</code>: Splitting on x</li>
<li><code>splitY()</code>: Splitting on y</li>
</ul>

Functions

Author

Helper functions for marginal splitting — splitX

<dl>

<dt>bin</dt>
<dd>a bin to be split with elements `x`, `y`, `depth`,
`bnds` (list with elements `x` and `y`), `expn`, `n`</dd>


<dt>bd</dt>
<dd>numeric split point within the bin bounds</dd>


<dt>above</dt>
<dd>indices of `x` and `y` points in the bin above `bd`</dd>


<dt>below</dt>
<dd>indices of `x` and `y` points in the bin below `bd`</dd>

</dl>

splitX: Helper functions for marginal splitting

Description

Usage

Value

Arguments

Functions

Author

Details