Other packages > Find by keyword >

distantia  

Advanced Toolset for Efficient Time Series Dissimilarity Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("distantia", "2.0.3")



Attach the package and use:
library("distantia")
Maintained by
Blas M. Benito
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-04
Latest Update: 2025-02-01
Description:
Provides tools to assess the dissimilarity between multivariate time-series. It is based on the psi measure described by Birks and Gordon (1985 ), which computes dissimilarity between irregular time-series constrained by sample order. However, in this package the original idea has been extended to work with any kind of multivariate time-series, no matter whether they are regular, irregular, aligned or unaligned. Furthermore, the package allows to assess the significance of dissimilarity values by applying a restricted permutation test, allows to measure the contribution of individual variables to dissimilarity, and offers tools to transfer attributes (generally time or age, but other are possible) between sequences based on the similarity of their samples.
How to cite:
Blas M. Benito (2019). distantia: Advanced Toolset for Efficient Time Series Dissimilarity Analysis. R package version 2.0.3, https://cran.r-project.org/web/packages/distantia. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:32), 1.0.0 (2019-07-04 11:20), 1.0.1 (2019-08-06 13:40), 1.0.2 (2019-10-29 00:40), 2.0.0 (2025-01-09 00:50), 2.0.1 (2025-01-23 11:40), 2.0.2 (2025-02-01 20:50)
Other packages that cited distantia R package
View distantia citation profile
Other R packages that distantia depends, imports, suggests or enhances
Complete documentation for distantia
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
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  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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