CRAN/E | autoTS

autoTS

Automatic Model Selection and Prediction for Univariate Time Series

Installation

About

Offers a set of functions to easily make predictions for univariate time series. 'autoTS' is a wrapper of existing functions of the 'forecast' and 'prophet' packages, harmonising their outputs in tidy dataframes and using default values for each. The core function getBestModel() allows the user to effortlessly benchmark seven algorithms along with a bagged estimator to identify which one performs the best for a given time series.

github.com/vivienroussez/autoTS
Bug report File report

Key Metrics

Version 0.9.11
Published 2020-06-05 1420 days ago
Needs compilation? no
License GPL-3
CRAN checks autoTS results

Downloads

Yesterday 6 0%
Last 7 days 49 -14%
Last 30 days 225 -18%
Last 90 days 701 -23%
Last 365 days 3.215 -5%

Maintainer

Maintainer

Vivien Roussez

vivien.roussez@gmail.com

Authors

Vivien Roussez

Material

Reference manual
Package source

Vignettes

Introduction to autoTS

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

autoTS archive

Imports

rlang
prophet
dplyr
magrittr
lubridate
tidyr
forecast
ggplot2
RcppRoll
shiny
shinycssloaders
plotly

Suggests

knitr
rmarkdown
stringr