diff --git a/docs/changelog.rst b/docs/changelog.rst
index 0d59e2b3..9abd3cf7 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -25,9 +25,9 @@ See `issue 139 <https://github.com/raphaelvallat/pingouin/issues/139>`_.
 a. :py:func:`pingouin.plot_paired` now supports an arbitrary number of within-levels as well as horizontal plotting. See `PR 133 <https://github.com/raphaelvallat/pingouin/pull/133>`_.
 b. :py:func:`pingouin.linear_regression` now handles a rank deficient design matrix X by producing a warning and trying to calculate the sum of squared residuals without relying on :py:func:`np.linalg.lstsq`. See `issue 130 <https://github.com/raphaelvallat/pingouin/issues/130>`_.
 c. :py:func:`pingouin.friedman` now has an option to choose between Chi square test or F test method.
-d. Several minor improvements to the documentation and GitHub Actions. See `PR150 <https://github.com/raphaelvallat/pingouin/pull/150>`_
-e. Added support for kwargs in :py:func:`pingouin.corr` (see `issue 138 <https://github.com/raphaelvallat/pingouin/issues/138>`_).
-f. Added "confidence" parameter in :py:func:`pingouin.ttest` to allow for custom CI (see `issue 152 <https://github.com/raphaelvallat/pingouin/issues/152>`_).
+d. Several minor improvements to the documentation and GitHub Actions. See `PR150 <https://github.com/raphaelvallat/pingouin/pull/150>`_.
+e. Added support for ``kwargs`` in :py:func:`pingouin.corr` (see `issue 138 <https://github.com/raphaelvallat/pingouin/issues/138>`_).
+f. Added ``confidence`` argument in :py:func:`pingouin.ttest` to allow for custom CI (see `issue 152 <https://github.com/raphaelvallat/pingouin/issues/152>`_).
 
 v0.3.8 (September 2020)
 -----------------------
diff --git a/pingouin/__init__.py b/pingouin/__init__.py
index 4e67af58..4c4aa654 100644
--- a/pingouin/__init__.py
+++ b/pingouin/__init__.py
@@ -20,7 +20,7 @@
 from .config import *
 
 # Current version
-__version__ = "0.3.8"
+__version__ = "0.3.9"
 
 # Warn if a newer version of Pingouin is available
 from outdated import warn_if_outdated
diff --git a/setup.py b/setup.py
index b838ddf5..e3b5de29 100644
--- a/setup.py
+++ b/setup.py
@@ -15,7 +15,7 @@ def read(fname):
 MAINTAINER_EMAIL = 'raphaelvallat9@gmail.com'
 URL = 'https://pingouin-stats.org/index.html'
 DOWNLOAD_URL = 'https://github.com/raphaelvallat/pingouin/'
-VERSION = '0.3.8'
+VERSION = '0.3.9'
 PACKAGE_DATA = {'pingouin.data.icons': ['*.svg']}
 
 INSTALL_REQUIRES = [