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a9ccbfb
adding knowledgebase on SCM
NathanielF Oct 23, 2025
6c620a8
tidying spell check
NathanielF Oct 23, 2025
1d79fee
improve binary modelling with BART
NathanielF Oct 23, 2025
72c8104
update with CATE RUN
NathanielF Oct 24, 2025
6da45fd
add visual of probabilistic causal inference
NathanielF Oct 24, 2025
b01c6a3
update cate and po section
NathanielF Oct 25, 2025
c180054
fixing typos
NathanielF Oct 25, 2025
e359210
add PO diagram
NathanielF Oct 25, 2025
8999d91
added empirical example
NathanielF Oct 26, 2025
e682822
fix typo
NathanielF Oct 26, 2025
762137b
add fish tank analogy
NathanielF Oct 27, 2025
4807bec
Merge branch 'main' into cate_example
NathanielF Oct 27, 2025
4531097
fix typo
NathanielF Oct 27, 2025
0628b91
tidying text
NathanielF Oct 28, 2025
65db0b4
further tidying
NathanielF Oct 28, 2025
9b27f64
added conclusion
NathanielF Oct 28, 2025
34e2fe3
More sign posting
NathanielF Oct 28, 2025
8787868
update references and write up
NathanielF Oct 29, 2025
d5016b7
add CTA to the end.
NathanielF Oct 29, 2025
5cc9366
add bayes factor plot
NathanielF Oct 30, 2025
79beb30
hide table inputs for param comparison
NathanielF Oct 30, 2025
d941b77
tightening the introduction
NathanielF Oct 30, 2025
cbaba03
tightening
NathanielF Oct 30, 2025
373f011
tidying
NathanielF Oct 31, 2025
22753d3
fix typo
NathanielF Oct 31, 2025
b406d53
small fix
NathanielF Oct 31, 2025
eb05301
tightening the conclusion with advice
NathanielF Nov 1, 2025
f620e25
tighten writing and add spike and slab model for nhefs
NathanielF Nov 7, 2025
62c27ed
tightening intro
NathanielF Nov 8, 2025
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1 change: 1 addition & 0 deletions docs/source/knowledgebase/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
glossary
design_notation
quasi_dags.ipynb
structural_causal_models.ipynb
causal_video_resources
causal_written_resources
:::
5,125 changes: 5,125 additions & 0 deletions docs/source/knowledgebase/structural_causal_models.ipynb

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1 change: 1 addition & 0 deletions environment.yml
Original file line number Diff line number Diff line change
Expand Up @@ -16,4 +16,5 @@ dependencies:
- statsmodels
- xarray>=v2022.11.0
- pymc-extras>=0.3.0
- pymc-bart
- python>=3.11