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구조적 단절 동적 패널 데이터 모형×패널 시스템 GMM (Blundell-Bond 추정량)×
분야계량경제학계량경제학
계열Regression modelRegression model
기원 연도1991–19981998
창시자Bai & Perron (break detection); Arellano & Bond (dynamic panel GMM)Blundell & Bond (1998); Arellano & Bover (1995)
유형Dynamic panel model with regime changeGMM estimator for dynamic panel data
원전Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. DOI ↗
별칭dynamic panel with breaks, panel dynamic model structural change, DPDSB, panel dynamic structural break estimatorSystem GMM, Blundell-Bond estimator, SYS-GMM, two-step System GMM
관련66
요약The structural break dynamic panel data model extends the standard dynamic panel framework by allowing regression coefficients or the autoregressive parameter to shift at one or more unknown break dates. It combines GMM-based dynamic panel estimation with formal structural change tests, enabling researchers to study how economic relationships evolve across distinct regimes while controlling for unobserved individual heterogeneity and endogeneity of the lagged dependent variable.Panel System GMM is a two-equation GMM estimator for dynamic panel data that stacks the differenced equation (using lagged levels as instruments) with the levels equation (using lagged differences as instruments). Developed by Blundell and Bond (1998) on the foundation of Arellano and Bover (1995), it is the preferred tool when the lagged dependent variable is highly persistent or individual effects are large.
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