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predtoolsTS
View on CRAN: Click
here
Download and install predtoolsTS package within the R console
Install from CRAN:
install.packages("predtoolsTS")
Install from Github:
library("remotes")
install_github("cran/predtoolsTS") Install by package version:
library("remotes")
install_version("predtoolsTS", "0.1.1") Attach the package and use:
library("predtoolsTS")
Maintained by
Alberto Vico Moreno
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-19
Latest Update: 2018-04-29
Description:
Makes the time series prediction easier by automatizing this process
using four main functions: prep(), modl(), pred() and postp(). Features different
preprocessing methods to homogenize variance and to remove trend and seasonality.
Also has the potential to bring together different predictive models to make comparatives.
Features ARIMA and Data Mining Regression models (using caret).
How to cite:
Alberto Vico Moreno (2017). predtoolsTS: Time Series Prediction Tools. R package version 0.1.1, https://cran.r-project.org/web/packages/predtoolsTS. Accessed 28 Jun. 2026.
Previous versions and publish date:
0.1.0 (2017-09-19 19:25)
Other packages that cited predtoolsTS R package
View predtoolsTS citation profile
Other R packages that predtoolsTS depends,
imports, suggests or enhances
Complete documentation for predtoolsTS
Functions, R codes and Examples using
the predtoolsTS R package
Some associated functions: modl.arima . modl.dataMining . modl . modl.trControl . modl.tsToDataFrame . plot.pred . plot.prep . postp.deseason.differencing . postp.detrend.differencing . postp.detrend.sfsm . postp.homogenize.boxcox . postp.homogenize.log . postp . pred.arima . pred.compareModels . pred.dataMining . pred . prep.check.acf . prep.check.adf . prep.deseason.differencing . prep.detrend.differencing . prep.detrend.sfsm . prep.homogenize.boxcox . prep.homogenize.log . prep . print.modl . print.pred . print.prep . summary.modl . summary.pred . summary.prep .
Some associated R codes: modl.R . postp.R . pred.R . prep.R . Full predtoolsTS package functions and examples
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