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registr
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", "2.2.1") Attach the package and use:
library("registr")
Maintained by
Julia Wrobel
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-16
Latest Update: 2025-09-01
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)' 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 2.2.1, https://cran.r-project.org/web/packages/registr. Accessed 05 Mar. 2026.
Other packages that cited registr R package
View registr citation profile
Other R packages that registr depends,
imports, suggests or enhances
Complete documentation for registr
Functions, R codes and Examples using
the registr R package
Some associated functions: amp_curve . bfpca . bfpca_argPreparation . bfpca_optimization . bs_deriv . coarsen_index . constraints . cov_hall . crossprods_irregular . crossprods_regular . data_clean . deriv.inv.logit . determine_npc . ensure_proper_beta . expectedScores . expectedXi . fpca_gauss . fpca_gauss_argPreparation . fpca_gauss_optimization . gfpca_twoStep . grid_subj_create . growth_incomplete . initial_params . lambdaF . loss_h . loss_h_gradient . mean_curve . mean_sim . nhanes . piecewise_linear2_hinv . plot.fpca . psi1_sim . psi2_sim . register_fpca . registr . registr_oneCurve . simulate_functional_data . simulate_unregistered_curves . squareTheta .
Some associated R codes: RcppExports.R . bfpca.R . bs_deriv.R . constrOptim_helpers.R . constraints.R . data.R . data_clean.R . fpca_gauss.R . gfpca_covHall.R . gfpca_helpers.R . gfpca_twoStep.R . help.R . loss_h.R . loss_h_gradient.R . plot.fpca.R . register_fpca.R . registr-utils.R . registr.R . simulate_functional_data.R . simulate_unregistered_curves.R . Full registr package functions and examples
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