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מודל SARIMA×מודל ARIMA (Autoregressive Integrated Moving Average)×
תחוםאקונומטריקהאקונומטריקה
משפחהRegression modelRegression model
שנת המקור1970 (first edition); 1976 (revised)1970
הוגה השיטהBox, Jenkins, and ReinselGeorge Box and Gwilym Jenkins
סוגSeasonal time series modelTime series forecasting model
מקור מכונןBox, G. E. P., Jenkins, G. M., & Reinsel, G. C. (1976). Time Series Analysis: Forecasting and Control (revised ed.). Holden-Day. ISBN: 978-0130607744Box, G. E. P., & Jenkins, G. M. (1970). Time Series Analysis: Forecasting and Control. Holden-Day. link ↗
כינוייםSARIMA, seasonal ARIMA, Box-Jenkins seasonal model, ARIMA with seasonal componentARIMA, Box-Jenkins model, integrated ARMA, ARIMA(p,d,q)
קשורות56
תקצירSARIMA extends ARIMA by adding seasonal autoregressive and moving-average operators to capture repeating patterns at fixed intervals — such as monthly, quarterly, or annual cycles. Denoted SARIMA(p,d,q)(P,D,Q)s, it is the standard workhorse for univariate seasonal time series forecasting in econometrics, economics, and official statistics.The ARIMA(p,d,q) model is the standard workhorse for univariate time series forecasting. It combines autoregressive terms (past values), differencing to induce stationarity, and moving average terms (past shocks) into a unified linear framework. Developed by Box and Jenkins (1970), it remains one of the most widely applied models in econometrics and applied statistics.
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  3. PUBLISHED

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ScholarGateהשוואת שיטות: SARIMA model · ARIMA model. אוחזר בתאריך 2026-06-17 מתוך https://scholargate.app/he/compare