Package: modeltime.resample 0.2.3.9000

Matt Dancho

modeltime.resample: Resampling Tools for Time Series Forecasting

A 'modeltime' extension that implements forecast resampling tools that assess time-based model performance and stability for a single time series, panel data, and cross-sectional time series analysis.

Authors:Matt Dancho [aut, cre], Business Science [cph]

modeltime.resample_0.2.3.9000.tar.gz
modeltime.resample_0.2.3.9000.zip(r-4.5)modeltime.resample_0.2.3.9000.zip(r-4.4)modeltime.resample_0.2.3.9000.zip(r-4.3)
modeltime.resample_0.2.3.9000.tgz(r-4.4-any)modeltime.resample_0.2.3.9000.tgz(r-4.3-any)
modeltime.resample_0.2.3.9000.tar.gz(r-4.5-noble)modeltime.resample_0.2.3.9000.tar.gz(r-4.4-noble)
modeltime.resample_0.2.3.9000.tgz(r-4.4-emscripten)modeltime.resample_0.2.3.9000.tgz(r-4.3-emscripten)
modeltime.resample.pdf |modeltime.resample.html✨
modeltime.resample/json (API)
NEWS

# Install 'modeltime.resample' in R:
install.packages('modeltime.resample', repos = c('https://business-science.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/business-science/modeltime.resample/issues

Pkgdown site:https://business-science.github.io

Datasets:

On CRAN:

accuracy-metricsbacktestingbootstrapbootstrappingcross-validationforecastingmodeltimemodeltime-resampleresamplingstatisticstidymodelstime-series

6.64 score 19 stars 1 packages 38 scripts 470 downloads 20 exports 189 dependencies

Last updated 1 years agofrom:a35200d16d. Checks:1 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKDec 30 2024
R-4.5-winNOTEDec 30 2024
R-4.5-linuxNOTEDec 30 2024
R-4.4-winNOTEDec 30 2024
R-4.4-macNOTEDec 30 2024
R-4.3-winNOTEDec 30 2024
R-4.3-macNOTEDec 30 2024

Exports::=.data%>%as_labelas_nameenquoenquosexprget_target_text_from_resamplesmdl_time_fit_resamplesmodeltime_fit_resamplesmodeltime_resample_accuracyplot_modeltime_resamplesplot_time_series_cv_plansymsymstime_series_cvtime_series_splittk_time_series_cv_planunnest_modeltime_resamples

Dependencies:abindanytimeaskpassbackportsbase64encBHbigDbitbit64bitopsbroombslibcachemcallrcheckmateclassclicliprclockcodetoolscolorspacecommonmarkconflictedcpp11crayoncrosstalkcurldata.tabledescdiagramdialsDiceDesigndigestdistributionaldoFuturedoParalleldplyrdygraphsevaluateextraDistrfansifarverfastmapfontawesomeforcatsforeachforecastfracdifffsfurrrfuturefuture.applygenericsggplot2globalsgluegowerGPfitgridExtragtgtablehardhathighrhmshtmltoolshtmlwidgetshttrinferinlineipredisobanditeratorsjanitorjquerylibjsonlitejuicyjuiceKernSmoothknitrlabelinglaterlatticelavalazyevallhslifecyclelistenvlmtestloolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimemodeldatamodelenvmodeltimemunsellnlmennetnumDerivopensslpadrparallellyparsnippatchworkpillarpkgbuildpkgconfigplotlyposteriorprettyunitsprocessxprodlimprogressprogressrpromisesprophetpspurrrquadprogquantmodQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollreactablereactRreadrrecipesrlangrmarkdownrpartrsamplerstanrstantoolsrstudioapisassscalessfdshapeslidersnakecaseSQUAREMStanHeadersstringistringrsurvivalsystensorAtibbletictoctidymodelstidyrtidyselecttimechangetimeDatetimetktinytextseriestsfeaturesTTRtunetzdburcautf8V8vctrsviridisLitevroomwarpwithrworkflowsworkflowsetsxfunxgboostxml2xtsyamlyardstickzoo

Getting Started with Modeltime Resample

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon Dec 30 2024.

Last update: 2024-01-04
Started: 2020-10-14

Resampling Panel Data

Rendered frompanel-data.Rmdusingknitr::rmarkdownon Dec 30 2024.

Last update: 2024-01-04
Started: 2020-10-17