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Bayesian function registration with random truncation

In this work, we develop a new set of Bayesian models to perform registration of real-valued functions. A Gaussian process prior is assigned to the parameter space of time warping functions, and a Markov chain Monte Carlo (MCMC) algorithm is utilized to explore the posterior distribution. While the...

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Detalles Bibliográficos
Autores principales: Lu, Yi, Herbei, Radu, Kurtek, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10328359/
https://www.ncbi.nlm.nih.gov/pubmed/37418392
http://dx.doi.org/10.1371/journal.pone.0287734

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