Structural vector autoregressions with Markov switching

Eco 2011/11 Department of Economics Structural Vector Autoregressions with Markov Switching: Combining Conventional with Statistical Identification of Shocks

In structural vector autoregressive (SVAR) analysis a Markov regime switching (MS) property can be exploited to identify shocks if the reduced form error covariance matrix varies across regimes. Unfortunately, these shocks may not have a meaningful structural economic interpretation. It is discussed how statistical and conventional identifying information can be combined. The discussion is base...

Structural Vector Autoregressions with Nonnormal Residuals

In structural vector autoregressive (SVAR) models identifying restrictions for shocks and impulse responses are usually derived from economic theory or institutional constraints. Sometimes the restrictions are insufficient for identifying all shocks and impulse responses. In this paper it is pointed out that specific distributional assumptions can also help in identifying the structural shocks....

DDMSVAR for Ox: a Software for Time Series Modeling with Duration Dependent Markov-Switching Vector Autoregressions

Duration dependent Markov-switching VAR (from now on DDMSVAR) models are time series models with data generating process consisting in a mixture of two VAR processes, which switches according to a two-state Markov chain with transition probabilities depending on how long the process has been in a state. Interesting applications of this class of models have been carried out in business cycle ana...

On the Identification of Structural Vector Autoregressions

F ollowing seminal work by Sims (1980a, 1980b), the economics profession has become increasingly concerned with studying sources of economic fluctuations. Sims’s use of vector autoregressions (VARs) made it possible to address both the relative importance and the dynamic effect of various shocks on macroeconomic variables. This type of empirical analysis has had at least two important consequen...

Econometric Modelling of Markov-Switching Vector Autoregressions using MSVAR for Ox