DOC: Restructure the documentation

Restuture the docs to have a simpler structure

Author: bashtage

CONTRIBUTING.rst

@@ -69,5 +69,5 @@ offers much more detailed information about the process.
 License
 ~~~~~~~
 
-Statsmodels is released under the
+statsmodels is released under the
 `Modified (3-clause) BSD license <https://www.opensource.org/licenses/BSD-3-Clause>`_.

LICENSE.txt

@@ -4,7 +4,7 @@ All rights reserved.
 Copyright (c) 2006-2008 Scipy Developers.
 All rights reserved.
 
-Copyright (c) 2009-2018 Statsmodels Developers.
+Copyright (c) 2009-2018 statsmodels Developers.
 All rights reserved.
 
 
@@ -16,7 +16,7 @@ modification, are permitted provided that the following conditions are met:
   b. Redistributions in binary form must reproduce the above copyright
      notice, this list of conditions and the following disclaimer in the
      documentation and/or other materials provided with the distribution.
-  c. Neither the name of Statsmodels nor the names of its contributors
+  c. Neither the name of statsmodels nor the names of its contributors
      may be used to endorse or promote products derived from this software
      without specific prior written permission.
 

README.rst

@@ -1,9 +1,9 @@
 |Travis Build Status| |Azure CI Build Status| |Appveyor Build Status| |Coveralls Coverage|
 
-About Statsmodels
+About statsmodels
 =================
 
-Statsmodels is a Python package that provides a complement to scipy for
+statsmodels is a Python package that provides a complement to scipy for
 statistical computations including descriptive statistics and estimation
 and inference for statistical models.
 

docs/Makefile

@@ -43,8 +43,6 @@ html:
 	@echo "Make static directory for images"
 	mkdir -p $(BUILDDIR)/html/_static
 	# generate the examples rst files
-	@echo "Generating reST from examples folder"
-	#$(TOOLSPATH)$(EXAMPLEBUILD)
 	@echo "Generating datasets from installed statsmodels.datasets"
 	$(TOOLSPATH)$(DATASETBUILD)
 	@echo "Executing notebooks from examples/notebooks folder"

docs/source/_static/icons/android-chrome-192x192.png

@@ -0,0 +1,9 @@
+<?xml version="1.0" encoding="utf-8"?>
+<browserconfig>
+    <msapplication>
+        <tile>
+            <square150x150logo src="/_static/icons/mstile-150x150.png"/>
+            <TileColor>#2b5797</TileColor>
+        </tile>
+    </msapplication>
+</browserconfig>