fix release notes and sensitivity guide

Author: SvenKlaassen

doc/guide/sensitivity.rst

@@ -114,7 +114,8 @@ As :math:`\sigma_0^2` and :math:`\nu_0^2` do not depend on the unobserved confou
 - ``cf_d``:math:`:=1 - \frac{\mathbb{E}\big[\alpha(W)^2\big]}{\mathbb{E}\big[\tilde{\alpha}(\tilde{W})^2\big]}` measures the proportion of residual variance in the Riesz representer :math:`\tilde{\alpha}(\tilde{W})` generated by the latent confounders :math:`A`
 
 .. note::
-    - ``cf_y`` has the interpretation as the *nonparametric partial* :math:`R^2` *of* :math:`A` *with* :math:`Y` *given :math:`(D,X)`*
+    - ``cf_y`` has the interpretation as the *nonparametric partial* :math:`R^2` *of* :math:`A` *with* :math:`Y` *given* :math:`(D,X)`
+    
     .. math:: 
         
         \frac{\textrm{Var}(\mathbb{E}[Y|D,X,A]) - \textrm{Var}(\mathbb{E}[Y|D,X])}{\textrm{Var}(Y)-\textrm{Var}(\mathbb{E}[Y|D,X])}
@@ -293,11 +294,13 @@ Therefore,
     In the :ref:`plr-model`, both ``cf_y`` and ``cf_d`` can be interpreted as *nonparametric partial* :math:`R^2`
 
     - ``cf_y`` has the interpretation as the *nonparametric partial* :math:`R^2` *of* :math:`A` *with* :math:`Y` *given* :math:`(D,X)`
+    
     .. math:: 
         
         \frac{\textrm{Var}(\mathbb{E}[Y|D,X,A]) - \textrm{Var}(\mathbb{E}[Y|D,X])}{\textrm{Var}(Y)-\textrm{Var}(\mathbb{E}[Y|D,X])}
 
     - ``cf_d`` has the interpretation as the *nonparametric partial* :math:`R^2` *of* :math:`A` *with* :math:`D` *given* :math:`X`
+    
     .. math:: 
         
         \frac{\textrm{Var}(\mathbb{E}[D|X,A]) - \textrm{Var}(\mathbb{E}[D|X])}{\textrm{Var}(D)-\textrm{Var}(\mathbb{E}[D|X])}

doc/release/release.rst

@@ -13,6 +13,7 @@ Release notes
 
       - **Release highlight:** Sensitivity Analysis (omitted variable bias) for
         `#201 <https://github.com/DoubleML/doubleml-for-py/pull/201>`_
+
         - ``DoubleMLPLR``
         - ``DoubleMLIRM``
         - ``DoubleMLDID``
@@ -37,11 +38,8 @@ Release notes
         `#145 <https://github.com/DoubleML/doubleml-docs/pull/145>`_
         `#146 <https://github.com/DoubleML/doubleml-docs/pull/146>`_
 
-  .. tab-item:: Python
-
     .. dropdown:: DoubleML 0.6.1
       :class-title: sd-bg-primary sd-font-weight-bold
-      :open:
 
       - **Release highlight:** Difference-in-differences models for ATTE estimation
         `#200 <https://github.com/DoubleML/doubleml-for-py/pull/200>`_