Validation of causal inference data using DirectLiNGAM in an environmental small-scale model and calculation settings

The development of data science has been needed in environmental fields such as marine, weather, and soil data. In general, the datasets are large in some cases, but they are often small because they contain observation data that the analyses themselves are limited. In such a case, the data are stat...

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Detalhes bibliográficos

Principais autores:	Atsushi Kurotani, Hirokuni Miyamoto, Jun Kikuchi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2024-06-01
coleção:	MethodsX
Assuntos:	DirectLiNGAM: A causal inference by direct estimation approach for learning the basic LiNGAM model with non-Gaussian data
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2215016123005241
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