Skip to content

docs: ITS sensitivity walkthrough (#788) #821

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
drbenvincent wants to merge 2 commits into
base: main
Choose a base branch
from
Open

docs: ITS sensitivity walkthrough (#788) #821

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
dd06bd0
Clarify fixed-period ITS walkthrough narrative
drbenvincent Apr 3, 2026
4c023ef
docs: cross-link new ITS sensitivity walkthrough
drbenvincent Apr 30, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1,147 changes: 910 additions & 237 deletions docs/source/notebooks/its_post_intervention_analysis.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

847 changes: 467 additions & 380 deletions docs/source/notebooks/its_pymc.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

4 changes: 3 additions & 1 deletion docs/source/notebooks/sensitivity_checks.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -72,7 +72,8 @@ cp.SensitivityAnalysis(

## Where examples already exist

- `PlaceboInTime`: {doc}`pipeline_workflow`, {doc}`report_demo`
- `PlaceboInTime`: {doc}`its_post_intervention_analysis`, {doc}`pipeline_workflow`, {doc}`report_demo`
- `PersistenceCheck`: {doc}`its_post_intervention_analysis`
- `BandwidthSensitivity`: {doc}`rkink_pymc`
- `PreTreatmentPlaceboCheck`: {doc}`staggered_did_pymc`
- More check-specific walkthroughs are still being added, so some checks currently have API coverage but no dedicated notebook example yet.
Expand Down Expand Up @@ -171,6 +172,7 @@ For the pipeline mechanics, see {doc}`pipeline_workflow`. For HTML reporting of
:::{seealso}
- {doc}`pipeline_workflow` --- end-to-end pipeline tutorial
- {doc}`report_demo` --- HTML report generation
- {doc}`its_post_intervention_analysis` --- fixed-period ITS example with `PlaceboInTime` and `PersistenceCheck`
- {doc}`staggered_did_pymc` --- staggered DiD example with `PreTreatmentPlaceboCheck`
- {doc}`rkink_pymc` --- regression kink example with `BandwidthSensitivity`
- {doc}`../knowledgebase/reporting_statistics` --- statistical concepts used in CausalPy reporting
Expand Down
Loading