Package: ahead 0.12.1

T. Moudiki

ahead: Time Series Forecasting with uncertainty quantification

Univariate and multivariate time series forecasting with uncertainty quantification.

Authors:T. Moudiki

ahead_0.12.1.tar.gz
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ahead_0.12.1.tar.gz(r-4.5-noble)ahead_0.12.1.tar.gz(r-4.4-noble)
ahead_0.12.1.tgz(r-4.4-emscripten)ahead_0.12.1.tgz(r-4.3-emscripten)
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

14 exports 20 stars 2.53 score 5 dependencies

Last updated 2 months agofrom:30d3d5907e

Exports:armagarchfbasicfcreatetrendseasondynrmfeatffitforecastgetreturnsgetsimulationsloessfloocvridge2fremovenasridgeridge2fvarf

Dependencies:codetoolsforeachiteratorsRcppsnow

Fit and forecast for benchmarking purposes

Rendered fromfitforecastbench.Rmdusingknitr::rmarkdownon Jul 22 2024.

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

Introduction to R package ahead

Rendered fromahead-vignette.Rmdusingknitr::rmarkdownon Jul 22 2024.

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

Plotting functions

Rendered fromahead-plotting-functions.Rmdusingknitr::rmarkdownon Jul 22 2024.

Last update: 2023-09-15
Started: 2023-08-23

Prediction intervals for Loess forecasting (simulation-based)

Rendered fromahead-loess-forecasting.Rmdusingknitr::rmarkdownon Jul 22 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 Jul 22 2024.

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

Risk-neutralize simulations

Rendered fromahead-neutralize.Rmdusingknitr::rmarkdownon Jul 22 2024.

Last update: 2023-09-15
Started: 2023-09-03

Univariate forecasting with ridge2f in ahead

Rendered fromahead-univariate-season.Rmdusingknitr::rmarkdownon Jul 22 2024.

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