diff --git a/docs/release_notes/version_0.1_updates.rst b/docs/release_notes/version_0.1_updates.rst
index df1e131..6c3f033 100644
--- a/docs/release_notes/version_0.1_updates.rst
+++ b/docs/release_notes/version_0.1_updates.rst
@@ -2,9 +2,17 @@ Version 0.1 Updates
 /////////////////////////
 
 
-Version 0.1.0
+Version 0.1.1
 ===============
 
+Fixes
++++++++++++++++
+
+- fixed issue when nans were not propagated when computing quantiles with ``method=sort``
+
+
+Version 0.1.0
+===============
 
 New features
 +++++++++++++++