diff --git a/doc/source/conf.py b/doc/source/conf.py
index 3969af936156a..2d2468cdee4fd 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -233,7 +233,9 @@
 
 
 # Example configuration for intersphinx: refer to the Python standard library.
-# intersphinx_mapping = {'http://docs.scipy.org/': None}
+intersphinx_mapping = {
+        'statsmodels' : ('http://statsmodels.sourceforge.net/devel/': None)
+                      }
 import glob
 autosummary_generate = glob.glob("*.rst")
 
@@ -243,6 +245,6 @@
 
 extlinks = {'pull request': ('https://github.com/pydata/pandas/pulls/%s',
                       'pull request ')}
-                      
+
 extlinks = {'wiki': ('https://github.com/pydata/pandas/pulls/%s',
                       'wiki ')}
diff --git a/doc/source/index.rst b/doc/source/index.rst
index b4b9231b6d34d..bc51f1b13f36e 100644
--- a/doc/source/index.rst
+++ b/doc/source/index.rst
@@ -89,7 +89,7 @@ Some other notes
    on one feature for your application you may be able to create a faster
    specialized tool.
 
- - pandas will soon become a dependency of `statsmodels
+ - pandas is a dependency of `statsmodels
    <http://statsmodels.sourceforge.net>`__, making it an important part of the
    statistical computing ecosystem in Python.
 
diff --git a/doc/source/install.rst b/doc/source/install.rst
index 0b9a420f18148..cf6fda1833a88 100644
--- a/doc/source/install.rst
+++ b/doc/source/install.rst
@@ -74,7 +74,7 @@ Optional dependencies
   * `SciPy <http://www.scipy.org>`__: miscellaneous statistical functions
   * `PyTables <http://www.pytables.org>`__: necessary for HDF5-based storage
   * `matplotlib <http://matplotlib.sourceforge.net/>`__: for plotting
-  * `scikits.statsmodels <http://statsmodels.sourceforge.net/>`__
+  * `statsmodels <http://statsmodels.sourceforge.net/>`__
      * Needed for parts of :mod:`pandas.stats`
   * `pytz <http://pytz.sourceforge.net/>`__
      * Needed for time zone support with ``date_range``
diff --git a/doc/source/related.rst b/doc/source/related.rst
index ff83102cd287e..e613d34c2a29f 100644
--- a/doc/source/related.rst
+++ b/doc/source/related.rst
@@ -26,8 +26,8 @@ with the ``la`` package.
   - It has a collection of moving window statistics implemented in
     `Bottleneck <http://pypi.python.org/pypi/Bottleneck>`__
 
-scikits.statsmodels
--------------------
+statsmodels
+-----------
 
 The main `statistics and econometrics library
 <http://statsmodels.sourceforge.net>`__ for Python. pandas has become a