Other packages > Find by keyword >

geosmooth  

Geometric Smoothing and Conditional Expectation Methods
View on CRAN: Click here


Download and install geosmooth package within the R console
Install from CRAN:
install.packages("geosmooth")

Install from Github:
library("remotes")
install_github("cran/geosmooth")

Install by package version:
library("remotes")
install_version("geosmooth", "0.1.0")



Attach the package and use:
library("geosmooth")
Maintained by
Pawel Gajer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-12
Latest Update: 2026-09-12
Description:
Provides geometric methods for nonparametric regression and density estimation on data represented as coordinate matrices or weighted graphs. Methods include local polynomial smoothing, model-averaged local polynomial smoothing, local polynomial lifting trend filtering, synchronized local polynomial lifting trend filtering, graph low-pass filtering, and Hessian-energy regression. Methodological references include Gajer and Ravel (2025) "Adaptive Geometric Regression for High-Dimensional Structured Data" <doi:10.48550/arXiv.2511.03817>, Fan and Gijbels (1996, ISBN:9780412983214), Wang et al. (2016) "Trend Filtering on Graphs" <https://www.jmlr.org/papers/v17/15-147.html>, and Kim et al. (2009) "Semi-Supervised Regression Using Hessian Energy" <https://papers.nips.cc/paper/3741-semi-supervised-regression-using-hessian-energy-with-an-application-to-semi-supervised-dimensionality-reduction>.
How to cite:
Pawel Gajer (2026). geosmooth: Geometric Smoothing and Conditional Expectation Methods. R package version 0.1.0, https://cran.r-project.org/web/packages/geosmooth. Accessed 22 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited geosmooth R package
View geosmooth citation profile
Other R packages that geosmooth depends, imports, suggests or enhances
Complete documentation for geosmooth
Functions, R codes and Examples using the geosmooth R package
Full geosmooth package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA