In this chapter, as a warm-up, I would like to describe the overall picture of causal discovery without going into rigorous details. Using examples, I explain the two problems that make up causal discovery—dependency structure and variable ordering. My goal is for this single chapter to convey not only the big picture of the book but also its essence.

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A Gentle Introduction to Causal Discovery

  • Joe Suzuki

摘要

In this chapter, as a warm-up, I would like to describe the overall picture of causal discovery without going into rigorous details. Using examples, I explain the two problems that make up causal discovery—dependency structure and variable ordering. My goal is for this single chapter to convey not only the big picture of the book but also its essence.