Other packages > Find by keyword >

knnwtsim  

K Nearest Neighbor Forecasting with a Tailored Similarity Metric
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("knnwtsim", "1.0.0")



Attach the package and use:
library("knnwtsim")
Maintained by
Matthew Trupiano
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-18
Latest Update: 2022-03-05
Description:
Functions to implement K Nearest Neighbor forecasting using a weighted similarity metric tailored to the problem of forecasting univariate time series where recent observations, seasonal patterns, and exogenous predictors are all relevant in predicting future observations of the series in question. For more information on the formulation of this similarity metric please see Trupiano (2021) .
How to cite:
Matthew Trupiano (2021). knnwtsim: K Nearest Neighbor Forecasting with a Tailored Similarity Metric. R package version 1.0.0, https://cran.r-project.org/web/packages/knnwtsim. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2021-11-18 15:30)
Other packages that cited knnwtsim R package
View knnwtsim citation profile
Other R packages that knnwtsim depends, imports, suggests or enhances
Complete documentation for knnwtsim
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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