matchednull
Matched-Null Tests for Cluster-Count Claims
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | matchednull_0.1.0.tar.gz |
25.4 KiB |
0.1.0 |
rolling linux/noble R-4.5 | matchednull_0.1.0.tar.gz |
25.3 KiB |
0.1.0 |
rolling source/ R- | matchednull_0.1.0.tar.gz |
13.3 KiB |
0.1.0 |
latest linux/jammy R-4.5 | matchednull_0.1.0.tar.gz |
25.4 KiB |
0.1.0 |
latest linux/noble R-4.5 | matchednull_0.1.0.tar.gz |
25.3 KiB |
0.1.0 |
latest source/ R- | matchednull_0.1.0.tar.gz |
13.3 KiB |
0.1.0 |
2026-04-23 source/ R- | matchednull_0.1.0.tar.gz |
0 B |