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SARIMA

SARIMA is a seasonal extension of the Box-Jenkins ARIMA model that adds seasonal differencing and seasonal autoregressive and moving-average terms. Developed within the Box, Jenkins, Reinsel and Ljung framework (5th edition, 2015), it forecasts series whose pattern repeats on a yearly, monthly, or weekly period.

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Seasonal Autoregressive Integrated Moving Average

Taksonoomiline meetodikirje · regression-model / econometrics

Box, G.E.P., Jenkins, G.M., Reinsel, G.C. & Ljung, G.M. (2015). Time Series Analysis: Forecasting and Control (5th ed.). Wiley. · ISBN 978-1118675021
Hyndman, R.J. & Athanasopoulos, G. (2021). Forecasting: Principles and Practice (3rd ed.). OTexts. · ISBN 978-0987507136

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Same method familyETS Modelmachine-suggested · Relational suggestion, not evidence.Same method familyHolt-Wintersmachine-suggested · Relational suggestion, not evidence.Same method familyProphetmachine-suggested · Relational suggestion, not evidence.Same method familySARIMAXmachine-suggested · Relational suggestion, not evidence.Same method familyState Space Modelmachine-suggested · Relational suggestion, not evidence.