fase: Functional Adjacency Spectral Embedding

Latent process embedding for functional network data with the Functional Adjacency Spectral Embedding. Fits smooth latent processes based on cubic spline bases. Also generates functional network data from three models, and evaluates a network generalized cross-validation criterion for dimension selection. For more information, see MacDonald, Zhu and Levina (2022+) <arXiv:2210.07491>.

Getting started

Package details

AuthorPeter W. MacDonald [aut, cre, cph] (<https://orcid.org/0000-0001-7024-7242>)
MaintainerPeter W. MacDonald <pwmacdon@umich.edu>
LicenseGPL (>= 3)
URL https://github.com/peterwmacd/fase
Package repositoryView on CRAN
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fase documentation built on May 29, 2024, 8:54 a.m.