Titlebook: Statistical Causal Discovery: LiNGAM Approach; Shohei Shimizu Book 2022 The Author(s), under exclusive licence to Springer Japan KK 2022 C

四海為家的人

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Other ExtensionsThis chapter summarizes the related topics from the previous chapters. Specifically, it discusses extensions of the LiNGAM model to cyclic, time-series, nonlinear, and discrete variable cases.

BOON

推測

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難理解

genuine

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刪減

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Introduction,garding machine learning prediction, the performance of constructed prediction models can be evaluated based on validation data using cross-validation methods. Nonetheless, it is essential to continue advancing statistical causal inference and seek novel ideas to build better causal models based on domain knowledge and data.