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]
First Published: 2019-07-04
Latest Update: 2019-10-28
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 01 Apr. 2025.
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
03/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/31Downloads for distantia02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

shinyBS  
Twitter Bootstrap Components for Shiny
Adds additional Twitter Bootstrap components to Shiny. ...
Download / Learn more Package Citations See dependency  
simplevis  
Wrappers to Simplify Beautiful "ggplot2" and "leaflet" Visualisation
Wrapper functions around the amazing 'leaflet' package that aims to simplify 'leaflet' visualisatio ...
Download / Learn more Package Citations See dependency  
samplesize  
Sample Size Calculation for Various t-Tests and Wilcoxon-Test
Computes sample size for Student's t-test and for the Wilcoxon-Mann-Whitney test for categorical dat ...
Download / Learn more Package Citations See dependency  
gasmodel  
Generalized Autoregressive Score Models
Estimation, forecasting, and simulation of generalized autoregressive score (GAS) models of Creal, ...
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  
eSIR  
Extended State-Space SIR Models
An implementation of extended state-space SIR models developed by Song Lab at UM school of Public H ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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