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", "2.0.2")



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 2.0.2, https://cran.r-project.org/web/packages/distantia. Accessed 08 Mar. 2026.
Previous versions and publish date:
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)
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

generator  
Generate Data Containing Fake Personally Identifiable Information
Allows users to quickly and easily generate fake data containing Personally Identifiable Informatio ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
vars  
VAR Modelling
Estimation, lag selection, diagnostic testing, forecasting, causality analysis, forecast error varia ...
Download / Learn more Package Citations See dependency  
ptycho  
Bayesian Variable Selection with Hierarchical Priors
Bayesian variable selection for linear regression models using hierarchical priors. There is a pr ...
Download / Learn more Package Citations See dependency  
candisc  
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
Functions for computing and visualizing generalized canonical discriminant analyses and canonical c ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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