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Gaussian Process Panel Modeling—Machine Learning Inspired Analysis of Longitudinal Panel Data
In this article, we extend the Bayesian nonparametric regression method Gaussian Process Regression to the analysis of longitudinal panel data. We call this new approach Gaussian Process Panel Modeling (GPPM). GPPM provides great flexibility because of the large number of models it can represent. It...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096578/ https://www.ncbi.nlm.nih.gov/pubmed/32265770 http://dx.doi.org/10.3389/fpsyg.2020.00351 |