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message: 'To cite package "forecastsuite" in publications use:'
type: software
license: MIT
title: 'forecastsuite: Multi-Model Time Series Forecasting Toolkit and Local App'
version: 1.0.2
doi: 10.32614/CRAN.package.forecastsuite
abstract: 'Fits, compares and visualizes univariate time series forecasts through
  an extensible model registry built largely on the ''forecast'' package: AutoRegressive
  Integrated Moving Average (ARIMA) and Seasonal ARIMA (SARIMA) models (Hyndman and
  Khandakar (2008) <https://doi.org/10.18637/jss.v027.i03>), Error, Trend, Seasonal
  (ETS) exponential smoothing (Hyndman et al. (2002) <https://doi.org/10.1016/S0169-2070(01)00110-8>),
  Trigonometric seasonality, Box-Cox transformation, AutoRegressive Moving Average
  (ARMA) errors, Trend and Seasonal components (TBATS) models (De Livera, Hyndman
  and Snyder (2011) <https://doi.org/10.1198/jasa.2011.tm09771>), Neural Network AutoRegression
  (NNETAR) and Holt-Winters exponential smoothing (Winters (1960) <https://doi.org/10.1287/mnsc.6.3.324>),
  plus optional ''Prophet'' models via the ''prophet'' package (Taylor and Letham
  (2018) <https://doi.org/10.1080/00031305.2017.1380080>) and Long Short-Term Memory
  (LSTM) networks via the ''torch'' package (Hochreiter and Schmidhuber (1997) <https://doi.org/10.1162/neco.1997.9.8.1735>).
  Also provides grouped series with bottom-up and top-down reconciliation, rolling-origin
  cross-validation, ensembles and residual diagnostics, following Hyndman and Athanasopoulos
  (2021) <https://otexts.com/fpp3/>, and a bundled local ''shiny'' application exposing
  every model.'
authors:
- family-names: Maheshwari
  given-names: Mukul
  email: ryan00700@gmail.com
  orcid: https://orcid.org/0000-0002-1918-5100
repository: https://sparrow410.r-universe.dev
repository-code: https://github.com/SpaRroW410/Forecast_dashboard
commit: c5d29d939c1263161093368f314e34878662bcdc
url: https://github.com/SpaRroW410/Forecast_dashboard/tree/main/forecastsuite
date-released: '2026-10-08'
contact:
- family-names: Maheshwari
  given-names: Mukul
  email: ryan00700@gmail.com
  orcid: https://orcid.org/0000-0002-1918-5100