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HAR-RV Model van Gerealiseerde Volatiliteit×Markov-Regime-Schakelmodel voor Financiële Reeksen×
VakgebiedFinancieringFinanciering
FamilieRegression modelRegression model
Jaar van ontstaan20091989
GrondleggerFulvio CorsiJames D. Hamilton
TypeLinear time-series regression for volatilityMarkov regime-switching time-series model
Oorspronkelijke bronCorsi, F. (2009). A Simple Approximate Long-Memory Model of Realized Volatility. Journal of Financial Econometrics, 7(2), 174–196. DOI ↗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 ↗
AliassenHAR-RV, heterogeneous autoregressive realized volatility, Corsi HAR model, HAR-RV Modeli (Heterogeneous Autoregressive Realized Volatility)Markov switching model, Hamilton regime-switching model, MS-AR, hidden Markov regime model
Verwant51
SamenvattingThe HAR-RV model, introduced by Fulvio Corsi in 2009, forecasts realized volatility by decomposing it into daily, weekly, and monthly components. It is a simple linear regression that mirrors how market participants with different investment horizons react to volatility, and it naturally captures the long-memory behaviour of volatility.The Markov regime-switching model, introduced by James D. Hamilton in 1989, is a hidden-state time-series model in which financial series such as returns or volatility behave with different parameters across distinct economic regimes (bull/bear or high/low volatility). It is the financial application of Hamilton's MS-AR model, where an unobserved Markov state governs which parameter set is active at each point in time.
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