Update roadmap and TODO for v1.0.2 with future focus#41
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igerber
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Jan 5, 2026
igerber
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- Remove completed items tracking (now in CHANGELOG.md)
- Reorganize roadmap into Near-Term, Medium-Term, Long-Term sections
- Add new research-backed future enhancements:
- Continuous Treatment DiD (Callaway, Goodman-Bacon, Sant'Anna 2024)
- de Chaisemartin-D'Haultfœuille (reversible treatments)
- Nonlinear DiD (Wooldridge 2023)
- Matrix Completion Methods (Athey et al.)
- Causal Forests for HTE in DiD settings
- Clean up TODO.md by removing completed items
- Focus on actionable technical debt and improvements
- Remove completed items tracking (now in CHANGELOG.md) - Reorganize roadmap into Near-Term, Medium-Term, Long-Term sections - Add new research-backed future enhancements: - Continuous Treatment DiD (Callaway, Goodman-Bacon, Sant'Anna 2024) - de Chaisemartin-D'Haultfœuille (reversible treatments) - Nonlinear DiD (Wooldridge 2023) - Matrix Completion Methods (Athey et al.) - Causal Forests for HTE in DiD settings - Clean up TODO.md by removing completed items - Focus on actionable technical debt and improvements
Near-Term additions: - Triple Difference (DDD) Estimators (Ortiz-Villavicencio & Sant'Anna 2025) - Pre-Trends Power Analysis (Roth 2022, complements Honest DiD) Medium-Term additions: - Doubly Robust DiD + Synthetic Control (Sun, Xie & Zhang 2025) - Causal Duration Analysis with DiD (Deaner & Ku 2025) These represent the latest methodological advances in the DiD literature.
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