Search Results for author: A. M. Robert Taylor

Found 1 papers, 0 papers with code

Adaptive information-based methods for determining the co-integration rank in heteroskedastic VAR models

no code implementations5 Feb 2022 H. Peter Boswijk, Giuseppe Cavaliere, Luca De Angelis, A. M. Robert Taylor

We show that adaptive information criteria-based approaches can be used to estimate the autoregressive lag order to use in connection with bootstrap adaptive PLR tests, or to jointly determine the co-integration rank and the VAR lag length and that in both cases they are weakly consistent for these parameters in the presence of non-stationary volatility provided standard conditions hold on the penalty term.

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