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
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nonsmooth_1.0.0.tgz(r-4.4-any)nonsmooth_1.0.0.tgz(r-4.3-any)
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nonsmooth.pdf |nonsmooth.html✨
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 5 months agofrom:523fa766f9. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 01 2024 |
R-4.5-win | OK | Nov 01 2024 |
R-4.5-linux | OK | Nov 01 2024 |
R-4.4-win | OK | Nov 01 2024 |
R-4.4-mac | OK | Nov 01 2024 |
R-4.3-win | OK | Nov 01 2024 |
R-4.3-mac | OK | Nov 01 2024 |
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 |