Comparison between SARIMA and Holt–Winters models for forecasting monthly streamflow in the western region of Cuba
Abstract The present study aims to compare SARIMA and Holt–Winters model forecasts of mean monthly flow at the V Aniversario basin, western Cuba. Model selection and model assessment are carried out with a rolling cross-validation scheme using mean monthly flow observations from the period 1971–1990...
Main Authors: | Gustavo Reinel Alonso Brito, Anaily Rivero Villaverde, Andrés Lau Quan, María Elena Ruíz Pérez |
---|---|
Format: | Article |
Language: | English |
Published: |
Springer
2021-05-01
|
Series: | SN Applied Sciences |
Subjects: | |
Online Access: | https://doi.org/10.1007/s42452-021-04667-5 |
Similar Items
-
Comparison of SARIMA model, Holt-winters model and ETS model in predicting the incidence of foodborne disease
by: Xiaobing Xian, et al.
Published: (2023-11-01) -
Initialization Methods for Multiple Seasonal Holt–Winters Forecasting Models
by: Oscar Trull, et al.
Published: (2020-02-01) -
Prediction of influenza outbreaks in Fuzhou, China: comparative analysis of forecasting models
by: Qingquan Chen, et al.
Published: (2024-05-01) -
Prediction of passenger movement indexes using Holt Winters Markov chain model
by: Fatemeh haghighat, et al.
Published: (2016-03-01) -
Complementing South African inflation surveys: A suitable forecasting tool
by: Chris van Heerden, et al.
Published: (2018-04-01)