Update docs for 0.11.3

doc/conf.py

@@ -127,6 +127,12 @@
     "show_version_warning_banner": False,  # https://pydata-sphinx-theme.readthedocs.io/en/stable/user_guide/announcements.html#version-warning-banners
     "check_switcher": True,
     "announcement": "Interested to learn more? We offer <a href='https://trainings.doubleml.org/'>DoubleML Trainings!</a>",
+    "analytics": {
+        # The domain you'd like to use for this analytics instance
+        "plausible_analytics_domain": "docs.doubleml.org",
+        # The analytics script that is served by Plausible
+        "plausible_analytics_url": "https://plausible.io/js/script.js",
+    },
 }
 
 html_extra_path = ["../img/logo.png", "../img/logo_dark.png"]

doc/guide/models/plm/plpr.rst

@@ -93,7 +93,7 @@ where :math:`a_i`, :math:`c_i` are random effects and covariate unit means
 These approaches remove individual heterogeneity from the model by transforming the data.
 For some random variable :math:`W_{it}`, define the First-Difference (FD) transformation
 :math:`Q(W_{it}) = W_{it} - W_{it-1}` (for :math:`t=2, \dots, T`), and the Within-Group (WG)
-transformation :math:`Q(W_{it}) = X_{it} - \bar{X}_{i}`, where :math:`\bar{W}_{i} = T^{-1} \sum_{t=1}^T W_{it}`.
+transformation :math:`Q(W_{it}) = W_{it} - \bar{W}_{i}`, where :math:`\bar{W}_{i} = T^{-1} \sum_{t=1}^T W_{it}`.
 
 The PLPR model under the transformation approaches takes the form
 

doc/release/release.rst

@@ -7,6 +7,26 @@ Release Notes
 
   .. tab-item:: Python
 
+    .. dropdown:: DoubleML 0.11.3
+      :class-title: sd-bg-primary sd-font-weight-bold
+      :open:
+
+      - **Release highlight:** Multiple repetitions for CATE estimation (by `Oliver Schacht <https://github.com/OliverSchacht>`_)
+        `Py #386 <https://github.com/DoubleML/doubleml-for-py/pull/386>`_
+        `Py #395 <https://github.com/DoubleML/doubleml-for-py/pull/395>`_
+
+      - Maintenance package
+        `Py #385 <https://github.com/DoubleML/doubleml-for-py/pull/385>`_
+        `Py #387 <https://github.com/DoubleML/doubleml-for-py/pull/387>`_
+        `Py #388 <https://github.com/DoubleML/doubleml-for-py/pull/388>`_
+        `Py #390 <https://github.com/DoubleML/doubleml-for-py/pull/390>`_
+        `Py #392 <https://github.com/DoubleML/doubleml-for-py/pull/392>`_
+
+      - Maintenance documentation
+        `Docs #274 <https://github.com/DoubleML/doubleml-docs/pull/274>`_
+        `Docs #276 <https://github.com/DoubleML/doubleml-docs/pull/276>`_
+        `Docs #278 <https://github.com/DoubleML/doubleml-docs/pull/278>`_
+
     .. dropdown:: DoubleML 0.11.2
       :class-title: sd-bg-primary sd-font-weight-bold
       :open: