Package: edecob 1.2.2
edecob: Event Detection Using Confidence Bounds
Detects sustained change in digital bio-marker data using simultaneous confidence bands. Accounts for noise using an auto-regressive model. Based on Buehlmann (1998) "Sieve bootstrap for smoothing in nonstationary time series" <doi:10.1214/aos/1030563978>.
Authors:
edecob_1.2.2.tar.gz
edecob_1.2.2.zip(r-4.7-any)edecob_1.2.2.zip(r-4.6-any)edecob_1.2.2.zip(r-4.5-any)
edecob_1.2.2.tgz(r-4.6-any)edecob_1.2.2.tgz(r-4.5-any)
edecob_1.2.2.tar.gz(r-4.7-any)edecob_1.2.2.tar.gz(r-4.6-any)
edecob_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
edecob/json (API)
| # Install 'edecob' in R: |
| install.packages('edecob', repos = c('https://manzhch.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/manzhch/edecob/issues
- example_data - Artificially generated data for examples
Last updated from:21b0d2ead6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 108 | ||
| source / vignettes | OK | 136 | ||
| linux-release | OK | 101 | ||
| macos-release | OK | 121 | ||
| macos-oldrel | OK | 192 | ||
| windows-devel | OK | 69 | ||
| windows-release | OK | 64 | ||
| windows-oldrel | OK | 66 | ||
| wasm-release | OK | 77 |
Exports:bt_smootherconf_banddetect_eventedecobmov_medsmoother_resid
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bootstrap the Smoother | bt_smoother |
| Confidence Bounds of the Smoother | conf_band |
| Detect Events | detect_event |
| Event DEtection using COnfidence Bounds | edecob |
| Artificially generated data for examples | example_data |
| Moving Median over a Time Window | mov_med |
| Plot Event Data | plot.edecob |
| Residuals of the Smoother | smoother_resid |
| Summarizing Event Detection Results | summary.edecob |
