विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| Robust Engle-Granger Cointegration Test का सुदृढ़ रूपांतर× | फूरियर एंगल-ग्रेंजर कोइंटीग्रेशन टेस्ट× | |
|---|---|---|
| क्षेत्र | अर्थमिति | अर्थमिति |
| परिवार | Regression model | Regression model |
| उद्भव वर्ष≠ | 1987 (base); robust variants 2000s–2020s | 2016 |
| प्रवर्तक≠ | Engle & Granger (1987); robust extensions by subsequent authors including Hao & Shaffer and others | Enders & Jones (2016), extending Engle & Granger (1987) |
| प्रकार | Cointegration test | Cointegration test |
| मौलिक स्रोत≠ | Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251–276. DOI ↗ | Enders, W., & Jones, P. (2016). Grain prices, oil prices, and multiple smooth breaks in a VAR. Studies in Nonlinear Dynamics and Econometrics, 20(4), 399–419. DOI ↗ |
| उपनाम | robust EG cointegration, outlier-robust cointegration test, robust two-step cointegration, robust EG test | Fourier EG cointegration, Enders-Jones cointegration test, smooth structural break cointegration, FEGC test |
| संबंधित | 5 | 5 |
| सारांश≠ | The Robust Engle-Granger cointegration test adapts the classic two-step Engle-Granger procedure to withstand outliers, heavy-tailed error distributions, and additive noise that can severely distort standard residual-based cointegration inference. By substituting robust regression and robust unit-root testing for classical OLS and ADF steps, it yields reliable conclusions about long-run equilibrium relationships even when the data contain anomalous observations. | The Fourier Engle-Granger cointegration test extends the classic two-step Engle-Granger procedure by embedding low-frequency trigonometric (Fourier) terms in the cointegrating regression. This accommodates an unknown number of smooth structural breaks in the deterministic components without specifying their dates, producing a more powerful test when long-run relationships shift gradually over time. |
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