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corsym  

Correlation Estimation for Exchangeable/Symmetrical Variables
View on CRAN: Click here


Download and install corsym package within the R console
Install from CRAN:
install.packages("corsym")

Install from Github:
library("remotes")
install_github("cran/corsym")

Install by package version:
library("remotes")
install_version("corsym", "1.0.1")



Attach the package and use:
library("corsym")
Maintained by
Alejandro Ochoa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-17
Latest Update: 2026-09-17
Description:
We implement a new correlation estimator, CorSym, designed for exchangeable variables, where the ordering of the two values in the pair is arbitrary.This kind of data arises frequently in the study of assortative pairing (for example, income in a couple).The standard Pearson estimator is sensitive to such ordering and can be highly biased when the order is biased (when the first value tends to have lower or higher values than the second value).CorSym gives the same estimate deterministically for all orders within each pair, and estimates the desired correlation without bias (variables must be exchangeable).The package also includes utilities to simulate biased orders and test for order bias.Described in Kennedy and Ochoa (2026) <doi:10.64898/2026.08.22.746446>.
How to cite:
Alejandro Ochoa (2026). corsym: Correlation Estimation for Exchangeable/Symmetrical Variables. R package version 1.0.1, https://cran.r-project.org/web/packages/corsym. Accessed 03 Oct. 2026.
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