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पैनल एआरईएमए मॉडल×Panel Autoregressive (Panel AR) Model×
क्षेत्रअर्थमितिअर्थमिति
परिवारRegression modelRegression model
उद्भव वर्ष1970s–2000s1980s-2000s
प्रवर्तकExtension of Box-Jenkins ARIMA (Box & Jenkins, 1970) to panel settings; formalised in panel econometrics literature (Hsiao, 2003)Hsiao, C.; Arellano, M.
प्रकारTime-series model applied to panel dataAutoregressive time-series model for panel data
मौलिक स्रोतHsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717
उपनामPanel ARIMA, ARIMA for panel data, cross-sectional ARIMA, multi-unit ARIMApanel autoregressive model, PAR model, AR model for panel data, panel AR(p)
संबंधित55
सारांशThe Panel ARIMA model extends the classical Box-Jenkins ARIMA framework to panel data, fitting autoregressive integrated moving-average dynamics to multiple cross-sectional units observed over time. It accommodates unit-specific short-run dynamics and non-stationarity, making it suitable for forecasting and dynamic analysis when both cross-sectional and temporal dimensions are present.The Panel AR model extends the classical univariate autoregressive model to panel data, capturing how each unit's own past values predict its current value while controlling for unobserved individual heterogeneity through fixed or random effects. It is foundational for modelling dynamic persistence in micro or macro panel datasets.
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  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Panel ARIMA model · Panel AR model. 2026-06-17 को यहाँ से प्राप्त https://scholargate.app/hi/compare