Other packages > Find by keyword >

robets  

Forecasting Time Series with Robust Exponential Smoothing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("robets", "1.4")



Attach the package and use:
library("robets")
Maintained by
Ruben Crevits
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-23
Latest Update: 2023-02-21
Description:
We provide an outlier robust alternative of the function ets in the forecast package of Hyndman and Khandakar 2008 DOI10.18637jss.v027.i03. For each method of a class of exponential smoothing variants we made a robust alternative. The class includes methods with a damped trend andor seasonal components. The robust method is developed by robustifying every aspect of the original exponential smoothing variant. We provide robust forecasting equations robust initial values robust smoothing parameter estimation and a robust information criterion. The method is described in more detail in Crevits and Croux 2016 DOI10.13140RG.2.2.11791.18080.
How to cite:
Ruben Crevits (2016). robets: Forecasting Time Series with Robust Exponential Smoothing. R package version 1.4, https://cran.r-project.org/web/packages/robets. Accessed 03 May. 2025.
Previous versions and publish date:
1.0 (2016-11-23 12:06), 1.1 (2016-11-24 16:39), 1.2 (2017-07-03 18:38), 1.3 (2017-08-30 17:16), 1.4 (2018-03-06 17:46)
Other packages that cited robets R package
View robets citation profile
Other R packages that robets depends, imports, suggests or enhances
Functions, R codes and Examples using the robets R package
Some associated functions: coef.robets . forecast.robets . plot.robets . plotOutliers . print.robets . robets . summary.robets . tau2 . 
Some associated R codes: coef.R . plot.R . plotOutliers.R . print.R . robets.R . robetsforecast.R . summary.R . tau2.R .  Full robets package functions and examples
Downloads during the last 30 days
04/0304/0504/0604/0704/0804/1204/1704/1804/2004/30Downloads for robets11.522.533.544.55TrendBars

Today's Hot Picks in Authors and Packages

noisyCE2  
Cross-Entropy Optimisation of Noisy Functions
Cross-Entropy optimisation of unconstrained deterministic and noisy functions illustrated in Rubins ...
Download / Learn more Package Citations See dependency  
ENMTools  
Analysis of Niche Evolution using Niche and Distribution Models
Constructing niche models and analyzing patterns of niche evolution. Acts as an interface for many ...
Download / Learn more Package Citations See dependency  
hdme  
High-Dimensional Regression with Measurement Error
Penalized regression for generalized linear models for measurement error problems (aka. errors-in-v ...
Download / Learn more Package Citations See dependency  
ncvreg  
Regularization Paths for SCAD and MCP Penalized Regression Models
Fits regularization paths for linear regression, GLM, and Cox regression models using lasso or nonc ...
Download / Learn more Package Citations See dependency  
sift  
Intelligently Peruse Data
Facilitate extraction of key information from common datasets. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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