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We describe the package MSGARCH, which implements Markov-switching GARCH models in R with efficient C++ object …-oriented programming. Markov-switching GARCH models have become popular methods to account for regime changes in the conditional variance …/Bayesian estimations of a very large class of Markov-switching GARCH-type models. The package also provides methods to make single-step and …
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cryptocurrencies, i.e. Bitcoin, Ethereum, Ripple and Litecoin. More than 1,000 GARCH models are fitted to the log returns of the … well as using a Model Confidence Set (MCS) procedure for their loss functions. The results imply that using standard GARCH …
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We examine homeowner vacancy rates over time and space using Markov-switching models. Our theoretical analysis extends the Wheaton (1990) search and matching model for housing by incorporating regime-switching behavior and interregional spillovers. Our approach is strongly supported by our...
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