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matchednull
View on CRAN: Click
here
Download and install matchednull package within the R console
Install from CRAN:
install.packages("matchednull")
Install from Github:
library("remotes")
install_github("cran/matchednull") Install by package version:
library("remotes")
install_version("matchednull", "0.2.1") Attach the package and use:
library("matchednull")
Maintained by
Miura Meng
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First Published: 2026-07-21
Latest Update: 2026-07-21
Description:
Builds Gaussian-copula matched nulls: synthetic twins of a dataset that preserve every marginal distribution and the full correlation matrix while containing no cluster structure by construction. A reported number of clusters or "types" can then be tested against what the data's own margins and covariance already produce, using any clustering pipeline. Implements the matched-null procedure of Meng (2026) "Types Without Taxa" <https://osf.io/2ekcg>.
How to cite:
Miura Meng (2026). matchednull: Matched-Null Tests for Cluster-Count Claims. R package version 0.2.1, https://cran.r-project.org/web/packages/matchednull. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-08-21 10:21), 0.1.0 (2026-07-21 11:30)
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