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Kiểm định đồng tích hợp (Johansen / Engle-Granger)×Kiểm định giới hạn ARDL (Kiểm định giới hạn Pesaran)×Kiểm định nhân quả Granger×Mô hình Tự hồi quy Vector (VAR)×
Lĩnh vựcKinh tế lượngKinh tế lượngKinh tế lượngKinh tế lượng
HọRegression modelRegression modelRegression modelRegression model
Năm ra đời1988200119692005
Người khởi xướngEngle & Granger (1987); Johansen (1988)Pesaran, Shin & SmithClive W. J. GrangerLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
LoạiTime-series cointegration testCointegration test / Autoregressive distributed lag modelTime-series predictive causality testMultivariate time-series model
Công trình gốcJohansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics and Control, 12(2-3), 231-254. DOI ↗Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, 16(3), 289–326. DOI ↗Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-spectral Methods. Econometrica, 37(3), 424-438. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
Tên gọi khácJohansen cointegration test, Engle-Granger cointegration test, long-run equilibrium test, Eşbütünleşme Testi (Johansen/Engle-Granger)Pesaran bounds test, bounds testing approach, ARDL cointegration test, ARDL Sınır Testi (Pesaran Bounds Test)Granger causality test, Granger non-causality test, predictive causality test, Granger Nedensellik Testivector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
Liên quan5454
Tóm tắtThe cointegration test examines whether non-stationary time series that each contain a unit root share a stable long-run equilibrium relationship. The single-equation residual approach was introduced by Engle and Granger (1987) and the system-based rank approach by Johansen (1988).The ARDL bounds test is an autoregressive distributed lag method that tests for a cointegrating (long-run level) relationship between time series, introduced by Pesaran, Shin and Smith in 2001. Unlike the Johansen procedure, it remains valid whether the variables are I(0), I(1) or a mix of the two, and it is more reliable than Johansen in small samples of roughly 30 to 80 observations.The Granger causality test, introduced by Clive W. J. Granger in 1969, assesses whether the past values of one time series help predict another beyond what the latter's own past already explains. It defines causality in a strictly predictive sense rather than as a structural or physical cause.Vector Autoregression is a multivariate time-series model that treats several interdependent series symmetrically, letting each variable depend on its own past values and the past values of all the others. It is the standard tool for capturing mutual causality and joint dynamics, developed in the modern multiple-time-series tradition treated by Lütkepohl (2005).
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ScholarGateSo sánh phương pháp: Cointegration Test · ARDL Bounds Test · Granger Causality · VAR Model. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare