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stat.ME2016
Analysis of nonstationary modulated time series with applications to oceanographic flow measurements
Arthur P. Guillaumin, Adam M. Sykulski, Sofia C. Olhede +2
We propose a new class of univariate nonstationary time series models, using the framework of modulated time series, which is appropriate for the analysis of rapidly-evolving time…
stat.ME2016
The De-Biased Whittle Likelihood
Adam M. Sykulski, Sofia C. Olhede, Arthur P. Guillaumin +2
The Whittle likelihood is a widely used and computationally efficient pseudo-likelihood. However, it is known to produce biased parameter estimates for large classes of models. We…