Package: predtoolsTS 1.0.0
predtoolsTS: Time Series Prediction Tools
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).
Authors:
predtoolsTS_1.0.0.tar.gz
predtoolsTS_1.0.0.zip(r-4.5)predtoolsTS_1.0.0.zip(r-4.4)predtoolsTS_1.0.0.zip(r-4.3)
predtoolsTS_1.0.0.tgz(r-4.4-any)predtoolsTS_1.0.0.tgz(r-4.3-any)
predtoolsTS_1.0.0.tar.gz(r-4.5-noble)predtoolsTS_1.0.0.tar.gz(r-4.4-noble)
predtoolsTS_1.0.0.tgz(r-4.4-emscripten)predtoolsTS_1.0.0.tgz(r-4.3-emscripten)
predtoolsTS.pdf |predtoolsTS.html✨
predtoolsTS/json (API)
# Install 'predtoolsTS' in R: |
install.packages('predtoolsTS', repos = c('https://avm00016.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/avm00016/predtoolsts/issues
Last updated 6 years agofrom:11384b2630. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 18 2024 |
R-4.5-win | OK | Oct 18 2024 |
R-4.5-linux | OK | Oct 18 2024 |
R-4.4-win | OK | Oct 18 2024 |
R-4.4-mac | OK | Oct 18 2024 |
R-4.3-win | OK | Oct 18 2024 |
R-4.3-mac | OK | Oct 18 2024 |
Exports:modlmodl.arimamodl.dataMiningmodl.trControlmodl.tsToDataFramepostppostp.deseason.differencingpostp.detrend.differencingpostp.detrend.sfsmpostp.homogenize.boxcoxpostp.homogenize.logpredpred.arimapred.compareModelspred.dataMiningprepprep.check.acfprep.check.adfprep.deseason.differencingprep.detrend.differencingprep.detrend.sfsmprep.homogenize.boxcoxprep.homogenize.log
Dependencies:backportsbase64enccaretclasscliclockcodetoolscolorspaceconfigcpp11curldata.tablediagramdigestdotCall64dplyre1071elmNNRcppEMDfansifarverfieldsforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergtablehardhathereinsightipredisobanditeratorsjsonlitekerasKernelKnnKernSmoothKFASlabelinglatticelavalifecyclelistenvlmtestlocfitlubridatemagrittrmapsMASSMatrixMetricsmgcvModelMetricsMuMInmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpngpROCprocessxprodlimprogressrproxypspurrrquadprogquantmodR6randomForestrappdirsRColorBrewerRcppRcppArmadilloRcppTOMLrecipesreshape2reticulaterlangRlibeemdrpartrprojrootRSNNSrstudioapisandwichscalesshapespamSQUAREMstringistringrstrucchangesurvivaltensorflowtfautographtfdatasetstfrunstibbletidyrtidyselecttimechangetimeDatetseriesTSPredTTRtzdburcautf8varsvctrsviridisLitewaveletswhiskerwithrxtsyamlzeallotzoo