v0.12.0
This release contains several major new features:
- Greatly improved functionality for estimating treatment effects with instrumental variables (#460)
- A variant of DoubleML for use on dynamic data (#446)
- A new class for assessing the causal contributions of different features to an outcome, conditional on the other features (this is spread out over a number of PRs)
There have been a few breaking changes:
- Alpha values for confidence intervals now always default to 0.05; previously some alphas defaulted to 0.1 instead (#482)
- The deprecated ability to pass X, W, and Z to some
fit
andscore
methods by position has been removed (#482)
There have also been many bug fixes in this release; we'd particularly like to highlight: