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registr  

Curve Registration for Exponential Family Functional Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("registr", "2.1.0")



Attach the package and use:
library("registr")
Maintained by
Julia Wrobel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-16
Latest Update: 2022-10-02
Description:
A method for performing joint registration and functional principal component analysis for curves (functional data) that are generated from exponential family distributions. This mainly implements the algorithms described in 'Wrobel et al. (2019)' <doi:10.1111/biom.12963> and further adapts them to potentially incomplete curves where (some) curves are not observed from the beginning and/or until the end of the common domain. Curve registration can be used to better understand patterns in functional data by separating curves into phase and amplitude variability. This software handles both binary and continuous functional data, and is especially applicable in accelerometry and wearable technology.
How to cite:
Julia Wrobel (2020). registr: Curve Registration for Exponential Family Functional Data. R package version 2.1.0, https://cran.r-project.org/web/packages/registr
Previous versions and publish date:
1.0.0 (2020-03-16 12:40)
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