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

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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Bibliographic Details
Main Authors: Atsushi Kurotani, Hirokuni Miyamoto, Jun Kikuchi
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:MethodsX
Subjects:
DirectLiNGAM: A causal inference by direct estimation approach for learning the basic LiNGAM model with non-Gaussian data
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016123005241

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http://www.sciencedirect.com/science/article/pii/S2215016123005241

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