rarefun
Functions for Rare Events Analysis
Functions for detecting and analyzing rare events in data. Implements isolation forest (Liu et al., 2008, <doi:10.1109/ICDM.2008.17>) and clustering for anomaly detection in time series residuals. Decomposes time series using LOESS (Locally Estimated Scatterplot Smoothing) or STL (Seasonal-Trend decomposition using LOESS). Detects marine heatwaves and cold spells following Hobday et al. (2016) <doi:10.1016/j.pocean.2015.12.014>. Provides goodness-of-fit tests for quantile regression (Haupt et al., 2011, <doi:10.1080/02664763.2011.573542>), partial dependence with quantile random forests, MCC (Matthews Correlation Coefficient) computation and testing, knee-point detection via the Kneedle algorithm (Satopaa et al., 2011, <doi:10.1109/ICDCSW.2011.20>), and spatial point matching.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | rarefun_0.1.0.tar.gz |
179.7 KiB |
0.1.0 |
rolling linux/noble R-4.5 | rarefun_0.1.0.tar.gz |
179.6 KiB |
0.1.0 |
rolling source/ R- | rarefun_0.1.0.tar.gz |
110.3 KiB |
0.1.0 |
latest linux/jammy R-4.5 | rarefun_0.1.0.tar.gz |
179.7 KiB |
0.1.0 |
latest linux/noble R-4.5 | rarefun_0.1.0.tar.gz |
179.6 KiB |
0.1.0 |
latest source/ R- | rarefun_0.1.0.tar.gz |
110.3 KiB |
0.1.0 |
2026-04-23 source/ R- | rarefun_0.1.0.tar.gz |
0 B |