CRAN/E | robets

robets

Forecasting Time Series with Robust Exponential Smoothing

Installation

About

We provide an outlier robust alternative of the function ets() in the 'forecast' package of Hyndman and Khandakar (2008) doi:10.18637/jss.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 and/or 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) doi:10.13140/RG.2.2.11791.18080.

github.com/RubenCrevits/robets
Bug report File report

Key Metrics

Version 1.4
R ≥ 3.1.1
Published 2018-03-06 2409 days ago
Needs compilation? yes
License GPL-3
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Maintainer

Maintainer

Ruben Crevits

Authors

Ruben Crevits

aut / cre

Christoph Bergmeir

aut

Rob Hyndman

aut

Ross Ihaka

ctb

R Core Team

ctb

Material

Reference manual
Package source

In Views

TimeSeries

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

robets archive

Depends

R ≥ 3.1.1

Imports

Rcpp ≥ 0.12.2
forecast

LinkingTo

Rcpp

Reverse Imports

sutteForecastR

Reverse Suggests

sweep
timetk