edetect: Anytime-Valid Control Charts with E-Detectors
Sequential change detection for process monitoring with e-detectors (Shin, Ramdas and Rinaldo, 2024, <doi:10.51387/23-NEJSDS51>): nonparametric, anytime-valid analogues of the CUSUM and Shiryaev-Roberts charts whose average run length to a false alarm is guaranteed for every distribution in a declared pre-change class (bounded, sub-Gaussian, Bernoulli or Poisson observations). Phase I/Phase II workflow, individual, p, c, u and regression charts, run-length simulation and auditable alarm reports.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1) |
| Imports: | cli (≥ 3.6.0), generics, ggplot2 (≥ 3.5.0), rlang (≥ 1.1.0), stats, tibble (≥ 3.2.0), utils |
| Suggests: | knitr, rmarkdown, shewhartr, testthat (≥ 3.0.0) |
| Published: | 2026-10-21 |
| DOI: | 10.32614/CRAN.package.edetect |
| Author: | André Leite  [aut,
cre],
Raydonal Ospina
[aut],
Cristiano Ferraz
[aut] |
| Maintainer: | André Leite <leite at castlab.org> |
| BugReports: | https://github.com/castlaboratory/edetect/issues |
| License: | GPL (≥ 3) |
| URL: | https://castlaboratory.github.io/edetect/, https://github.com/castlaboratory/edetect |
| NeedsCompilation: | no |
| Language: | en-GB |
| Citation: | edetect citation info |
| Materials: | README, NEWS |
| CRAN checks: | edetect results |
Documentation:
| Reference manual: | edetect.html , edetect.pdf |
| Vignettes: |
Attribute charts: p, c and u (source, R code) Get started with edetect (source, R code) Regression chart for non-stationary processes (source, R code) Run lengths and detection delays (source, R code) |
Downloads:
| Package source: | edetect_0.1.0.tar.gz |
| Windows binaries: | r-devel: edetect_0.1.0.zip, r-release: edetect_0.1.0.zip, r-oldrel: edetect_0.1.0.zip |
| macOS binaries: | r-release (arm64): edetect_0.1.0.tgz, r-oldrel (arm64): edetect_0.1.0.tgz, r-release (x86_64): edetect_0.1.0.tgz, r-oldrel (x86_64): edetect_0.1.0.tgz |
Linking:
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