address review comments

Quantco · Aug 5, 2024 · fbbe76d · fbbe76d
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diff --git a/CHANGELOG.rst b/CHANGELOG.rst
@@ -7,15 +7,6 @@
 Changelog
 =========
 
-0.9.1 (2024-07-xx)
-------------------
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-**New features**
-
-* Added :meth:`metalearners.metalearner.DRLearner.treatment_effect` to compute AIPW point estimate and standard error without requiring a full model fit.
-
-
-
 0.9.0 (2024-07-xx)
 ------------------
 
@@ -25,6 +16,7 @@ Changelog
 
 * Add :class:`metalearners.utils.FixedBinaryPropensity`.
 
+* Added :meth:`metalearners.metalearner.DRLearner.treatment_effect` to compute AIPW point estimate and standard error for _average treatment effects (ATE)_ without requiring a full model fit (which is required for CATE estimation). A new notebook contains examples.
 
 0.8.0 (2024-07-22)
 ------------------