R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
fdWasserstein
View on CRAN: Click
here
Download and install fdWasserstein package within the R console
Install from CRAN:
install.packages("fdWasserstein")
Install from Github:
library("remotes")
install_github("cran/fdWasserstein")
Install by package version:
library("remotes")
install_version("fdWasserstein", "1.0")
Attach the package and use:
library("fdWasserstein")
Maintained by
Valentina Masarotto
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.fdWasserstein . fdWasserstein results . fdWasserstein.pdf . fdWasserstein_1.0.tar.gz . fdWasserstein_1.0.zip . fdWasserstein_1.0.zip . fdWasserstein_1.0.zip . fdWasserstein_1.0.tgz . fdWasserstein_1.0.tgz . fdWasserstein_1.0.tgz . fdWasserstein_1.0.tgz . https://CRAN.R-project.org/package=fdWasserstein .
First Published: 2024-02-06
Latest Update: 2024-02-06
Description:
These functions were developed to support statistical analysis on functional covariance operators.
The package contains functions to:
- compute 2-Wasserstein distances between Gaussian Processes as in
Masarotto, Panaretos & Zemel (2019) ;
- compute the Wasserstein barycenter (Frechet mean) as in Masarotto,
Panaretos & Zemel (2019) ;
- perform analysis of variance testing procedures for functional
covariances and tangent space principal component analysis of
covariance operators as in Masarotto, Panaretos & Zemel (2022)
.
- perform a soft-clustering based on the Wasserstein distance where
functional data are classified based on their covariance structure
as in Masarotto & Masarotto (2023) .
How to cite:
Valentina Masarotto (2024). fdWasserstein: Application of Optimal Transport to Functional Data Analysis. R package version 1.0, https://cran.r-project.org/web/packages/fdWasserstein. Accessed 03 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited fdWasserstein R package
View fdWasserstein citation profile
Other R packages that fdWasserstein depends,
imports, suggests or enhances
Complete documentation for fdWasserstein
Functions, R codes and Examples using
the fdWasserstein R package
Some associated functions: dwasserstein . fdWasserstein-package . gaussBary . phoneme . tangentPCA . wassersteinCluster . wassersteinTest .
Some associated R codes: gaussBary.R . tangentPCA.R . wassersteinCluster.R . wassersteinTest.R . Full fdWasserstein package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
grabsampling
Functions for obtaining the probability of detection, for grab samples selection by using two differ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mayooran Thevaraja (view profile)
nlsem
Estimation of structural equation models with nonlinear effects
and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Nora Umbach (view profile)
mlr3fselect
Feature selection package of the 'mlr3' ecosystem. It selects
the optimal feature set for any 'mlr3 ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Becker (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
TestDesign
Uses the optimal test design approach by Birnbaum (1968, ISBN:9781593119348) and van der Linden (201 ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seung W. Choi (view profile)
farrell
Allows the user to execute interactively radial data envelopment analysis models. The user has the a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mohamed El Fodil Ihaddaden (view profile)
24,142
R Packages
207,311
Dependencies
65,312
Author Associations
24,143
Publication Badges
