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stat.ME2021
Bayesian mixture autoregressive model with Student's t innovations
Davide Ravagli, Georgi N. Boshnakov
This paper introduces a fully Bayesian analysis of mixture autoregressive models with Student t components. With the capacity of capturing the behaviour in the tails of the distrib…
stat.ME2021
A signed power transformation with application to white noise testing
Georgi N. Boshnakov, Davide Ravagli
We show that signed power transforms of some ARCH-type processes give ARCH-type processes. The class of ARCH-type models for which this property holds contains many common ARCH and…