AssocBin

Measuring Association with Recursive Binning

CRAN Package

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.

  • Version1.1-0
  • R versionR (≥ 4.4.0)
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release03/27/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 279 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
7 downloadsMar 11, 2025
7 downloadsMar 12, 2025
8 downloadsMar 13, 2025
4 downloadsMar 14, 2025
10 downloadsMar 15, 2025
4 downloadsMar 16, 2025
4 downloadsMar 17, 2025
4 downloadsMar 18, 2025
3 downloadsMar 19, 2025
17 downloadsMar 20, 2025
8 downloadsMar 21, 2025
2 downloadsMar 22, 2025
10 downloadsMar 23, 2025
5 downloadsMar 24, 2025
7 downloadsMar 25, 2025
6 downloadsMar 26, 2025
18 downloadsMar 27, 2025
39 downloadsMar 28, 2025
7 downloadsMar 29, 2025
6 downloadsMar 30, 2025
9 downloadsMar 31, 2025
21 downloadsApr 1, 2025
10 downloadsApr 2, 2025
14 downloadsApr 3, 2025
6 downloadsApr 4, 2025
12 downloadsApr 5, 2025
6 downloadsApr 6, 2025
13 downloadsApr 7, 2025
4 downloadsApr 8, 2025
8 downloadsApr 9, 2025
0 downloadsApr 10, 2025
0 downloadsApr 11, 2025
0 downloadsApr 12, 2025
2
39

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,424 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 01, 2024 with 48 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Suggests2 packages