Other packages > Find by keyword >

tsfknn  

Time Series Forecasting Using Nearest Neighbors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tsfknn", "0.6.0")



Attach the package and use:
library("tsfknn")
Maintained by
Francisco Martinez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-27
Latest Update: 2023-12-20
Description:
Allows forecasting time series using nearest neighbors regression Francisco Martinez, Maria P. Frias, Maria D. Perez-Godoy and Antonio J. Rivera (2019) <doi:10.1007/s10462-017-9593-z>. When the forecasting horizon is higher than 1, two multi-step ahead forecasting strategies can be used. The model built is autoregressive, that is, it is only based on the observations of the time series. The nearest neighbors used in a prediction can be consulted and plotted.
How to cite:
Francisco Martinez (2018). tsfknn: Time Series Forecasting Using Nearest Neighbors. R package version 0.6.0, https://cran.r-project.org/web/packages/tsfknn. Accessed 09 Mar. 2026.
Previous versions and publish date:
0.1.0 (2018-03-27 12:08), 0.2.0 (2019-04-09 13:10), 0.3.0 (2019-05-31 13:20), 0.4.0 (2020-06-04 10:40), 0.5.0 (2021-04-05 10:10), 0.5.1 (2023-03-09 11:00), 0.5.2 (2023-09-04 10:40)
Other packages that cited tsfknn R package
View tsfknn citation profile
Other R packages that tsfknn depends, imports, suggests or enhances
Complete documentation for tsfknn
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
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  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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