xicorrelation package implements xi correlation formula proposed in https://arxiv.org/pdf/1909.10140.pdf.
It is based off the R code mentioned in the paper: https://statweb.stanford.edu/~souravc/xi.R and R package https://github.com/cran/XICOR
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Simple example
from xicorrelation import xicorr
x = [10, 8, 13, 9, 11, 14, 6, 4, 12, 7, 5]
y = [8.04, 6.95, 7.58, 8.81, 8.33, 9.96, 7.24, 4.26, 10.84, 4.82, 5.68]
# API similar to spearmanr or kendalltau from scipy
xi, pvalue = xicorr(x, y)
print("xi", xi)
print("pvalue", pvalue)Installation
Installation process is simple, just:
$ pip install xicorrelation
Changes
0.3.0
Rework API do be similar to scipy.
0.2.1
Initial release.
1 maintainer
Release files for xicorrelation 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| xicorrelation-0.3.0.tar.gz | 58.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| xicorrelation-0.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 67.4 kB
Release files / xicorrelation-0.3.0.tar.gz
| Download URL | xicorrelation-0.3.0.tar.gz |
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| Size | 58.8 kB |
| Tags | Source |
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Release files / xicorrelation-0.3.0-py3-none-any.whl
| Download URL | xicorrelation-0.3.0-py3-none-any.whl |
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| Size | 8.6 kB |
| Tags | Python 3 |
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