Other packages > Find by keyword >

localFDA  

Localization Processes for Functional Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("localFDA", "1.0.0")



Attach the package and use:
library("localFDA")
Maintained by
Antonio Elías
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-30
Latest Update: 2020-09-30
Description:
Implementation of a theoretically supported alternative to k-nearest neighbors for functional data to solve problems of estimating unobserved segments of a partially observed functional data sample, functional classification and outlier detection. The approximating neighbor curves are piecewise functions built from a functional sample. Instead of a distance on a function space we use a locally defined distance function that satisfies stabilization criteria. The package allows the implementation of the methodology and the replication of the results in El
How to cite:
Antonio Elías (2020). localFDA: Localization Processes for Functional Data Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/localFDA. Accessed 12 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited localFDA R package
View localFDA citation profile
Other R packages that localFDA depends, imports, suggests or enhances
Complete documentation for localFDA
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
funnelR  
Funnel Plots for Proportion Data
A set of simplified functions for creating funnel plots for proportion data. This package supports u ...
Download / Learn more Package Citations See dependency  
sloop  
Helpers for 'OOP' in R
A collection of helper functions designed to help you to better understand object oriented programmi ...
Download / Learn more Package Citations See dependency  
threewords  
Represent Precise Coordinates in Three Words
A connector to the 'What3Words' (http://what3words.co ...
Download / Learn more Package Citations See dependency  
riskCommunicator  
G-Computation to Estimate Interpretable Epidemiological Effects
Estimates flexible epidemiological effect measures including both differences and ratios using the p ...
Download / Learn more Package Citations See dependency  
impactflu  
Quantification of Population-Level Impact of Vaccination
Implements the compartment model from Tokars (2018) . This ena ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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