Módszerek összehasonlítása
Tekintse át a kiválasztott módszereket egymás mellett; az eltérő sorok kiemelve jelennek meg.
| Markov-izmusú rezsimváltó modell (MS-AR / MS-VAR)× | Vektorautoregresszió (VAR)× | |
|---|---|---|
| Tudományterület | Ökonometria | Ökonometria |
| Módszercsalád | Regression model | Regression model |
| Keletkezés éve≠ | 1989 | 1980 |
| Megalkotó≠ | Hamilton (1989); Kim & Nelson (1999) | Christopher A. Sims |
| Típus≠ | Regime-switching time series model | Multivariate time-series model |
| Alapmű≠ | Hamilton, J. D. (1989). A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle. Econometrica, 57(2), 357-384. DOI ↗ | Sims, C. A. (1980). Macroeconomics and Reality. Econometrica, 48(1), 1–48. DOI ↗ |
| Alternatív nevek≠ | regime-switching model, Markov-switching autoregression, MS-AR, MS-VAR | VAR, VAR model, vector autoregressive model, multivariate autoregression |
| Kapcsolódó | 5 | 5 |
| Összefoglaló≠ | The Markov regime-switching model lets the parameters of a time series change probabilistically across hidden regimes governed by a Markov chain. Introduced by Hamilton (1989) and developed further by Kim and Nelson (1999), it automatically detects business-cycle phases such as expansions and contractions. | Vector Autoregression is a multivariate time-series model in which each variable is regressed on its own lags and the lags of all other variables in the system. Originally proposed by Sims (1980) as a data-driven alternative to large structural macroeconomic models, VAR has become the standard workhorse for dynamic analysis in empirical economics and finance. |
| ScholarGateAdatkészlet ↗ |
|
|