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An investigation into the effects and effectiveness of correlation network filtration methods with financial returns

When studying financial markets, we often look at estimating a correlation matrix from asset returns. These tend to be noisy, with many more dimensions than samples, so often the resulting correlation matrix is filtered. Popular methods to do this include the minimum spanning tree, planar maximally...

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Detalles Bibliográficos
Autor principal: Millington, Tristan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9451073/
https://www.ncbi.nlm.nih.gov/pubmed/36070303
http://dx.doi.org/10.1371/journal.pone.0273830