Top stuff | Create a dataset | All numeric inputs | LOO cross-validation to set the span | Factor inputs
Package: loclm 1.0.0
Jonathan Rougier
loclm: Local Linear Regression
A bare-bones implementation of local linear regression, using high-level functions. Can handle both numerical and non-numerical (factor) variables. See Loader (1999) <doi:10.1007/b98858>, ch2, or Hastie et al (2009) <doi:10.1007/978-0-387-84858-7>, ch6. The package also contains a scale_df() function which only scales the numeric variables in a dataframe.
Authors:
loclm_1.0.0.tar.gz
loclm_1.0.0.zip(r-4.7-any)loclm_1.0.0.zip(r-4.6-any)
loclm_1.0.0.tar.gz(r-4.7-any)loclm_1.0.0.tar.gz(r-4.6-any)
loclm_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
loclm/json (API)
| # Install 'loclm' in R: |
| install.packages('loclm', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:d080f0e292. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 97 | ||
| source / vignettes | OK | 140 | ||
| linux-release | OK | 99 | ||
| windows-devel | OK | 70 | ||
| windows-release | OK | 71 | ||
| wasm-release | OK | 76 |
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hat Values for Local Linear Regression | hatvalues.loclm |
| Local Linear Regression | fitted.loclm loclm predict.loclm residuals.loclm |
| Scale a Dataframe | scale_df |