JOSS submission#17
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- Add "(RCTs, also known as A/B tests)" clarification per reviewer feedback - Add DoWhy and EconML comparison in Statement of Need section - Add imperfect compliance paper reference for LDTE estimators - Update CAR paper to ICML'25 proceedings format with updated author list - Update multi-task learning paper author list (add Shunsuke Uto) - Fix Fisher citation key to match bibliography 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Pull request overview
Adds a draft JOSS manuscript for the dte_adj package, documenting its motivation, core estimators/methods, and related literature for submission.
Changes:
- Introduces
paper.mdwith JOSS front-matter, summary/need statements, and a feature overview (including linked figures). - Adds
paper.bibwith bibliography entries referenced from the manuscript.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| paper.md | New JOSS paper draft (front-matter + narrative + figures) describing dte_adj and its capabilities. |
| paper.bib | New bibliography backing citations used in paper.md. |
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- Add required "State of the Field" section comparing with SciPy, DoWhy, EconML, and causal-curve packages - Add required "Software Design" section explaining class architecture - Add required "Research Impact Statement" with ICML publications and industry usage - Add required "AI Usage Disclosure" section - Remove detailed "Features" section (API docs belong in documentation) - Add SciPy and causal-curve references to bibliography - Ensure word count is within 750-1750 range (776 words) - Add VanderPlas to typos allowlist (author name in SciPy citation) References: - JOSS submission guidelines: https://joss.readthedocs.io/en/latest/paper.html - JOSS review checklist: https://github.com/openjournals/joss/blob/main/docs/review_checklist.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Fix author metadata: make Tomu Hirata the single corresponding author and remove conflicting equal-contrib flag - Fix NumPy citation: replace Unicode en-dash (–) with BibTeX format (--) for compatibility across citation pipelines 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Move paper.md and paper.bib into paper/ to avoid top-level clutter - Add hillstorm_dte.png and oregon_ldte_costs_comparison.png from tutorials - Add figure captions showing simple vs ML-adjusted comparison for both the Hillstrom email campaign and Oregon Health Insurance Experiment - Cross-reference figures in Research Impact Statement - Add dataset citations (Hillstrom 2008, Finkelstein et al. 2012) - Add GitHub Action (draft-pdf.yml) to auto-build JOSS PDF on push using paper-path: paper/paper.md Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
![github-advanced-security[bot]](https://avatars.githubusercontent.com/in/57789?s=60&v=4){kind=small}
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Addresses CodeQL security alert: restrict GITHUB_TOKEN to read-only contents access following least-privilege principle. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
inara/pandoc runs from the repo root, so relative image paths in paper/paper.md resolve against root, not paper/. Copy PNGs to root before the build step so pandoc finds them. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Pandoc extracts \label{} from caption text and also auto-generates a
figure label, causing the label to be defined twice. Remove explicit
\label{} from captions and replace \autoref{} with plain text references.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
inara CDs into the paper/ directory before running pandoc, so images in paper/ are already on the resource path. No copying needed. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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yasui-salmon
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I’ve added some brief comments regarding the citations.
- Add Econometric Reviews publication (Oka et al. 2025) - Add NeurIPS 2025 reference for imperfect compliance paper - Add ABEMA field experiment paper (Yasui et al. 2026, Japanese Economic Review) as industry application evidence Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Added JOSS paper draft and github action to compile the markdown paper into pdf