Package: nonsmooth 1.0.0
nonsmooth: Nonparametric Methods for Smoothing Nonsmooth Data
Nonparametric methods for smoothing regression function data with change-points, utilizing range kernels for iterative and anisotropic smoothing methods. For further details, see the paper by John R.J. Thompson (2024) <doi:10.1080/02664763.2024.2352759>.
Authors:
nonsmooth_1.0.0.tar.gz
nonsmooth_1.0.0.zip(r-4.7)nonsmooth_1.0.0.zip(r-4.6)nonsmooth_1.0.0.zip(r-4.5)
nonsmooth_1.0.0.tgz(r-4.6-any)nonsmooth_1.0.0.tgz(r-4.5-any)
nonsmooth_1.0.0.tar.gz(r-4.7-any)nonsmooth_1.0.0.tar.gz(r-4.6-any)
nonsmooth_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
nonsmooth/json (API)
| # Install 'nonsmooth' in R: |
| install.packages('nonsmooth', repos = c('https://jrjthompson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jrjthompson/r-package-nonsmooth/issues
- fireData - Wax paper fire smouldering experiment conducted in a fume hood
change-pointchange-point-modelingchangepointkernelkernel-methodsnonparametric-regressionsmoothingsmoothing-methods
Last updated from:523fa766f9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 141 | ||
| source / vignettes | OK | 199 | ||
| linux-release-x86_64 | OK | 155 | ||
| macos-release-arm64 | OK | 159 | ||
| macos-oldrel-arm64 | OK | 192 | ||
| windows-devel | OK | 112 | ||
| windows-release | OK | 105 | ||
| windows-oldrel | OK | 101 | ||
| wasm-release | OK | 141 |
Exports:alcchangepoint.sim1Dchangepoint.sim2D
Dependencies:bootclicubaturegluelatticelifecyclemagrittrMASSMatrixMatrixModelsnpplyrquadprogquantregRcppreshape2rlangSparseMstringistringrsurvivalvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Iterative anisotropic local constant smoothing | alc |
| Simulated change-point data for one-dimension | changepoint.sim1D |
| Simulated change-point data for two-dimensions | changepoint.sim2D |
| Wax paper fire smouldering experiment conducted in a fume hood | fireData |
| Nonparametric methods for smoothing nonsmooth data | nonsmooth-package nonsmooth |
