0.7.0

What's Changed

Major Changes 🛠

• Add Staggered Difference-in-Differences functionality by @drbenvincent in #621

New Features 🎉

• Implement Bayesian Structural Time Series (BSTS) [experimental] by @cetagostini in #473
• Three period Interrupted Time Series by @JeanVanDyk in #575
• Add variable selection priors by @NathanielF in #568
• Add convex hull violation diagnostic for synthetic control methods by @Copilot in #599

Bugfixes 🐛

• Fix overlapping x-axis date labels in time series plots by @Copilot in #597
• Fix RegressionDiscontinuity bandwidth parameter using hardcoded variable name by @Copilot in #626

Documentation 📖

• Improve load_data function documentation with complete dataset list by @Copilot in #592
• Add information about contributor pathways to CONTRIBUTING.md by @drbenvincent in #646

Maintenance 🔧

• Update pre-commit hooks and fix CSV data value by @drbenvincent in #573
• Add code quality and linting guidelines to AGENTS.md by @drbenvincent in #572
• Refactor PyMC time series models to use xarray API by @cetagostini in #577
• Improve UML workflow branch and PR handling by @drbenvincent in #581
• Update pyproject.toml, including stricter linting rules by @drbenvincent in #571
• Add CausalPy skills and command documentation by @cetagostini in #589
• Add instructions to AGENTS.md for GitHub issue creation with CLI by @drbenvincent in #612
• fix: add pip to environment.yml to prevent system pip fallback by @drbenvincent in #632
• Update contributing guide and add setup target to Makefile by @drbenvincent in #615
• Add pre-commit hook to validate BibTeX files by @drbenvincent in #633
• Refactor effect_summary to experiment-owned implementations by @JeanVanDyk in #606
• remove energy plot with numpyro sampling by @NathanielF in #635
• Add new issue2pr cursor command for developer use by @drbenvincent in #638
• Refactor get_ate method in InversePropensityWeighting class by @drbenvincent in #642
• Add workflow to sync PR labels from closing issues by @drbenvincent in #601
• Add conda env update command and file_bug_report Cursor command by @drbenvincent in #644
• Add evaluate_issue Cursor command by @drbenvincent in #647
• adding safety check for extreme propensity scores. by @NathanielF in #649

New Contributors

• @cetagostini made their first contribution in #473
• @JeanVanDyk made their first contribution in #575
• @Copilot made their first contribution in #592

Full Changelog: 0.6.0...0.7.0