Statistical Causal Discovery: LiNGAM Approach
Statistical Causal Discovery: LiNGAM Approach
English | 2022 | ISBN: 4431557830 | 103 Pages | PDF EPUB (True) | 5 MB
English | 2022 | ISBN: 4431557830 | 103 Pages | PDF EPUB (True) | 5 MB
This is the first book to provide a comprehensive introduction to a new semiparametric causal discovery approach known as LiNGAM, with the fundamental background needed to understand it. It offers a general overview of the basics of the LiNGAM approach for causal discovery, estimation principles, and algorithms.