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Dawid Bernaciak

2 papers hereh-index 18 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.CO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedA loss discounting framework for model averaging and selection in time series models

6 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

stat.CO2024

A General Purpose Approximation to the Ferguson-Klass Algorithm for Sampling from Lévy Processes Without Gaussian Components

Dawid Bernaciak, Jim E. Griffin

We propose a general-purpose approximation to the Ferguson-Klass algorithm for generating samples from Lévy processes without Gaussian components. We show that the proposed method…

stat.ME2022★ 6 cited

A loss discounting framework for model averaging and selection in time series models

Dawid Bernaciak, Jim E. Griffin

We introduce a Loss Discounting Framework for model and forecast combination which generalises and combines Bayesian model synthesis and generalized Bayes methodologies. We use a l…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.