Create week-05.md added 1st lecture

_modules/week-05.md

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+---
+title: Week 5
+---
+Feb 6
+: **Lecture**{: .label .label-green } General DAGs and Counterfactuals
+  : [[PPTX]](https://github.com/stanford-msande228/winter24/raw/main/assets/presentations/MSANDE228_Lecture8_DAGs.pptx)
+  : [[PDF]](https://github.com/stanford-msande228/winter24/raw/main/assets/presentations/MSANDE228_Lecture8_DAGs.pdf)
+: Single World Intervention Graphs (SWIGs); D-separation; Interventions; Re-visting identification by conditioning; Proof of D-separation implies conditional independence
+: ***Reading Materials***
+- Chapter 7 of [Textbook](https://canvas.stanford.edu/courses/184879/files)
+: ***Further Reading***
+- [Single World Intervention Graphs](https://csss.uw.edu/files/working-papers/2013/wp128.pdf)
+- [Verma and Pearl, Influence Diagrams and D-Separation](https://ftp.cs.ucla.edu/pub/stat_ser/r101.pdf)
+- [Proof Sketch of D-Separation Implies Conditional Independence](https://cse.hkust.edu.hk/bnbook/pdf/l03.h.pdf)
+- [The Causal-Neural Connection](https://arxiv.org/abs/2107.00793)
+- [Partial Identification with Implicit Generative Models](https://arxiv.org/abs/2210.08139)