From 7aa48d7c7227cd52437f72f5c3af06134e588ddf Mon Sep 17 00:00:00 2001
From: Sambit Panda <36676569+sampan501@users.noreply.github.com>
Date: Tue, 7 Dec 2021 13:12:15 -0500
Subject: [PATCH] release hyppo 0.2.2 (#236)

* fix inccorect p-value in unit tests

* fix MGC unit tests

* update version to 0.2.2
---
 docs/news.rst                        | 38 ++++++++++++++++++++++++++++
 hyppo/__init__.py                    |  2 +-
 hyppo/independence/tests/test_mgc.py |  2 +-
 3 files changed, 40 insertions(+), 2 deletions(-)

diff --git a/docs/news.rst b/docs/news.rst
index 2ff54e0ba..ab0a62db6 100644
--- a/docs/news.rst
+++ b/docs/news.rst
@@ -5,6 +5,44 @@ Changelog
 
 *Note: People with a "+" by their names contributed a patch for the first time.*
 
+v0.2.2
+------
+| **Release date:** 7 December 2021
+| **Supports:** Python 3.6+.
+
+**New features:**
+
+* Functions now can be reproducible using a `random_state` parameter
+* Add warning for redundant rows when running :class:`hyppo.independence.MGC`
+* Tests now also retun a ``namedtuple``
+
+**Bug Fixes:**
+
+* Change from L1 to L2 distance for the median heuristic
+* Make median heuristic default for RBF and Gaussian kernels
+
+**Documentation:**
+
+* Update license in ``setup.py``
+* Change reference style and store reference in a ``refs.bib`` file
+* Updated papers in documentation from preprint to published versions
+* Rename badges in README
+
+**Maintenance:**
+
+* Added support for Python 3.9
+* Update pytest orbs version
+* Make repository citeable with the new GitHub feature
+
+**Authors:**
+
++ sampan501
++ kareef928 +
++ rflperry
++ Verathagnus +
++ PSSF23 +
++ hadasarik +
+
 v0.2.1
 ------
 | **Release date:** 25 February 2021
diff --git a/hyppo/__init__.py b/hyppo/__init__.py
index ea0b03cff..f368d0cf2 100644
--- a/hyppo/__init__.py
+++ b/hyppo/__init__.py
@@ -4,4 +4,4 @@
 import hyppo.time_series
 import hyppo.tools
 
-__version__ = "0.2.1"
+__version__ = "0.2.2"
diff --git a/hyppo/independence/tests/test_mgc.py b/hyppo/independence/tests/test_mgc.py
index 90fb46a58..8c86f5ccb 100644
--- a/hyppo/independence/tests/test_mgc.py
+++ b/hyppo/independence/tests/test_mgc.py
@@ -38,7 +38,7 @@ def test_oned(self, sim, obs_stat, obs_pvalue):
         "sim, obs_stat, obs_pvalue",
         [
             (linear, 0.463, 1 / 1000),  # test linear simulation
-            (spiral, 0.091, 0.003),  # test spiral simulation
+            (spiral, 0.091, 0.01),  # test spiral simulation
         ],
     )
     def test_fived(self, sim, obs_stat, obs_pvalue):