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Zoekresultaten

Zoekopdracht: faculteit: "FEB" en publicatiejaar: "2011"

AuteursC. Cakmakli, R. Paap, D. van Dijk
TitelModeling and estimation of synchronization in multistate Markov-switching models
UitgeverTinbergen Institute
PlaatsAmsterdam/Rotterdam
Jaar2011
Pagina's40
SerietitelTinbergen Institute Discussion Paper
SerienummerTI2011-002/4
FaculteitFaculteit Economie en Bedrijfskunde
Instituut/afd.FEB: Amsterdam School of Economics Research Institute (ASE-RI)
SamenvattingThis paper develops a Markov-Switching vector autoregressive model that allows for imperfect synchronization of cyclical regimes in multiple variables, due to phase shifts of a single common cycle. The model has three key features: (i) the amount of phase shift can be different across regimes (as well as across variables), (ii) it allows the cycle to consist of any number of regimes
J ≥ 2, and (iii) it allows for regime-dependent volatilities and correlations. In an empirical application to monthly returns on size-based stock portfolios, a three-regime model with asymmetric phase shifts and regime-dependent heteroscedasticity is found to characterize the joint distribution of returns most adequately. While large- and small-cap portfolios switch contemporaneously into boom and crash regimes, the large-cap portfolio leads the small-cap portfolio for switches to a moderate regime by a month.
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