विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| अरेखीय सदिश त्रुटि सुधार मॉडल (अरेखीय VECM)× | जोहान्सन सह-एकीकरण परीक्षण और सदिश त्रुटि सुधार मॉडल× | |
|---|---|---|
| क्षेत्र≠ | अर्थमिति | वित्त |
| परिवार | Regression model | Regression model |
| उद्भव वर्ष≠ | 1989–1998 | 1991 |
| प्रवर्तक≠ | Granger & Lee (1989); Enders & Granger (1998) | Søren Johansen |
| प्रकार≠ | Nonlinear time-series model | Multivariate cointegration / vector error correction model |
| मौलिक स्रोत≠ | Enders, W., & Granger, C. W. J. (1998). Unit-root tests and asymmetric adjustment with an example using the term structure of interest rates. Journal of Business & Economic Statistics, 16(3), 304–311. DOI ↗ | Johansen, S. (1991). Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models. Econometrica, 59(6), 1551-1580. DOI ↗ |
| उपनाम≠ | nonlinear VECM, NVECM, threshold VECM, asymmetric VECM | Johansen test, VECM, vector error correction model, multivariate cointegration |
| संबंधित≠ | 2 | 3 |
| सारांश≠ | The Nonlinear VECM extends the standard linear VECM by allowing the speed of adjustment toward long-run equilibrium to differ depending on the sign, magnitude, or regime of deviations from that equilibrium. It captures asymmetric or threshold-driven dynamics in cointegrated time-series systems that a standard VECM would miss. | The Johansen procedure is a multivariate cointegration framework, introduced by Søren Johansen in 1991, that tests for long-run equilibrium relationships among several I(1) time series. It determines how many cointegrating vectors link the series and then builds a Vector Error Correction Model (VECM) to describe the short-run dynamics around that equilibrium. |
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