Method evidence record
Moving Average Model
The Moving Average model of order q — written MA(q) — expresses the current value of a time series as a linear combination of the current and past random shocks (innovations). Unlike the AR model which uses lagged values of the series itself, the MA model uses lagged error terms, making it well-suited for capturing short-lived disturbances that dissipate over q periods.
Source record
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Moving Average Time Series Model
Taxonomic method record · regression-model / econometrics
- Box, G. E. P., Jenkins, G. M., & Reinsel, G. C. (1976). Time Series Analysis: Forecasting and Control (revised ed.). Holden-Day. · ISBN 978-0130607744
- Hamilton, J. D. (1994). Time Series Analysis. Princeton University Press. · ISBN 978-0691042893
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