因果構造をデータから推定する手法。
[因果探索: 基本から最近の発展までを概説](https://www.slideshare.net/sshimizu2006/ss-60015497)
- [[グラフィカルモデルによる因果探索]]
- [[因果探索ライブラリ]]
- [[2022__JAIR__Survey and Evaluation of Causal Discovery Methods for Time Series]]
- [[2024__arXiv__Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data]]
- [[2024__ICSE__Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning]]
- [[2023__arXiv__Identifiability of total effects from abstractions of time series causal graphs]]