janusplot
Asymmetric Smoothed-Association Matrices via GAM Fits
Render a pairwise, asymmetric smoothed-association matrix of continuous variables. Each cell shows the fitted spline from an 'mgcv' generalised additive model, with the upper triangle displaying 'gam(x_j ~ s(x_i))' and the lower triangle 'gam(x_i ~ s(x_j))'. Unlike Pearson's correlation matrix, the visualisation is intentionally asymmetric, revealing heteroscedasticity, leverage, and directional non-linearity that a single scalar correlation hides. An asymmetry index and a 24-category shape taxonomy quantify the directional difference and qualitative form of each fitted smooth.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | janusplot_0.1.0.tar.gz |
2.4 MiB |
0.1.0 |
rolling linux/noble R-4.5 | janusplot_0.1.0.tar.gz |
2.4 MiB |
0.1.0 |
rolling source/ R- | janusplot_0.1.0.tar.gz |
2.5 MiB |
0.1.0 |
latest linux/jammy R-4.5 | janusplot_0.1.0.tar.gz |
2.4 MiB |
0.1.0 |
latest linux/noble R-4.5 | janusplot_0.1.0.tar.gz |
2.4 MiB |
0.1.0 |
latest source/ R- | janusplot_0.1.0.tar.gz |
2.5 MiB |
0.1.0 |
2026-04-23 source/ R- | janusplot_0.1.0.tar.gz |
0 B |