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.
| Version: | 1.0.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | stats |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-08-07 |
| DOI: | 10.32614/CRAN.package.loclm |
| Author: | Jonathan Rougier 
[aut, cre] |
| Maintainer: | Jonathan Rougier <j.c.rougier at bristol.ac.uk> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Citation: | loclm citation info |
| CRAN checks: | loclm results |
Documentation:
| Reference manual: | loclm.html , loclm.pdf |
| Vignettes: |
Quick-start for 'loclm' (source, R code) |
Downloads:
| Package source: | loclm_1.0.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: loclm_1.0.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): loclm_1.0.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): loclm_1.0.0.tgz, r-oldrel (x86_64): not available |
Linking:
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