Package: ahead 0.14.3

T. Moudiki

ahead: Time Series Forecasting with uncertainty quantification

Univariate and multivariate time series forecasting with uncertainty quantification.

Authors:T. Moudiki

ahead_0.14.3.tar.gz
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ahead.pdf |ahead.html✨
ahead/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/techtonique/ahead/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

forecastingmachine-learningpredictive-modelingstatistical-learningtime-seriestime-series-forecastinguncertainty-quantification

6.52 score 20 stars 30 scripts 23 exports 51 dependencies

Last updated 2 hours agofrom:7b9f373cc6. Checks:OK: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 23 2024
R-4.5-win-x86_64WARNINGNov 23 2024
R-4.5-linux-x86_64WARNINGNov 23 2024
R-4.4-win-x86_64WARNINGNov 23 2024
R-4.4-mac-x86_64WARNINGNov 23 2024
R-4.4-mac-aarch64WARNINGNov 23 2024
R-4.3-win-x86_64WARNINGNov 23 2024
R-4.3-mac-x86_64WARNINGNov 23 2024
R-4.3-mac-aarch64WARNINGNov 23 2024

Exports:armagarchfbasicfcomb_GLMNETcomb_OLScomb_Ridgeconformalizecreatetrendseasondynrmfeatffit_funcfitdistr_aheadfitforecastgenericforecastgetreturnsgetsimulationsloessfloocvridge2fpredict_funcquantile_scpremovenasridgeridge2fvarf

Dependencies:clicodetoolscolorspacecurldoSNOWfansifarverforeachforecastfracdiffgenericsggplot2gluegtableisobanditeratorsjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmiscmunsellnlmennetpillarpkgconfigquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalessnowtibbletimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtszoo

comb OLS AirPassengers

Rendered fromcomb_OLS2.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-11-21
Started: 2024-10-24

comb OLS Electricity

Rendered fromcomb_OLS.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-11-21
Started: 2024-10-24

Fit and forecast for benchmarking purposes

Rendered fromfitforecastbench.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-11-21
Started: 2024-03-25

Fit and forecast using caret+dynrmf

Rendered fromcaretfitpredict.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-10-24
Started: 2024-10-24

Generic forecasting and conformal prediction

Rendered fromgeneric-conformal.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-11-21
Started: 2024-11-21

Introduction to R package ahead

Rendered fromahead-vignette.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-03-10
Started: 2021-10-14

Plotting functions

Rendered fromahead-plotting-functions.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-10-26
Started: 2023-08-23

Prediction intervals for Loess forecasting (simulation-based)

Rendered fromahead-loess-forecasting.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2023-08-28
Started: 2023-08-12

Prediction intervals for multivariate time series (simulation-based)

Rendered fromahead-ridge2-prediction-intervals.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2023-09-03
Started: 2023-08-12

Risk-neutralize simulations

Rendered fromahead-neutralize.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-10-26
Started: 2023-09-03

Univariate forecasting with ridge2f in ahead

Rendered fromahead-univariate-season.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2024-03-10
Started: 2024-01-20