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Model MA Pecahan Struktur×Model ARIMA (Autoregressive Integrated Moving Average)×
BidangEkonometrikEkonometrik
KeluargaRegression modelRegression model
Tahun asal1989–19921970
PengasasPerron (1989); Zivot & Andrews (1992)George Box and Gwilym Jenkins
JenisTime series model with structural changeTime series forecasting model
Sumber perintisPerron, P. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica, 57(6), 1361–1401. DOI ↗Box, G. E. P., & Jenkins, G. M. (1970). Time Series Analysis: Forecasting and Control. Holden-Day. link ↗
AliasMA model with structural change, broken MA model, MA with regime shift, structural break moving averageARIMA, Box-Jenkins model, integrated ARMA, ARIMA(p,d,q)
Berkaitan56
RingkasanA Moving Average (MA) time series model augmented to accommodate one or more structural breaks — abrupt shifts in the mean, variance, or MA coefficients occurring at known or unknown break dates. Ignoring structural breaks in an MA process inflates forecast errors and distorts inference on the error dynamics.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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ScholarGateBandingkan kaedah: Structural Break MA Model · ARIMA model. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare