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 21 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

helda  
Preprocess Data and Get Better Insights from Machine Learning Models
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency  
SEIRfansy  
Extended Susceptible-Exposed-Infected-Recovery Model
Extended Susceptible-Exposed-Infected-Recovery Model for handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency  
batteryreduction  
An R Package for Data Reduction by Battery Reduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency  
condGEE  
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
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  
CIFsmry  
Weighted summary of cumulative incidence functions
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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