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diff --git a/dev-python/statsmodels/statsmodels-0.5.0.ebuild b/dev-python/statsmodels/statsmodels-0.5.0.ebuild
new file mode 100644
index 00000000000..7fca799149b
--- /dev/null
+++ b/dev-python/statsmodels/statsmodels-0.5.0.ebuild
@@ -0,0 +1,67 @@
+# Copyright 1999-2015 Gentoo Foundation
+# Distributed under the terms of the GNU General Public License v2
+# $Id$
+
+EAPI=5
+
+PYTHON_COMPAT=( python{2_7,3_3} )
+
+inherit distutils-r1 virtualx
+
+DESCRIPTION="Statistical computations and models for use with SciPy"
+HOMEPAGE="http://statsmodels.sourceforge.net/"
+SRC_URI="mirror://pypi/${PN:0:1}/${PN}/${P}.tar.gz"
+
+LICENSE="BSD"
+SLOT="0"
+KEYWORDS="~amd64 ~x86 ~amd64-linux ~x86-linux"
+IUSE="doc examples test"
+
+RDEPEND="
+	dev-python/pandas[${PYTHON_USEDEP}]
+	dev-python/patsy[${PYTHON_USEDEP}]
+	sci-libs/scipy[${PYTHON_USEDEP}]
+	examples? ( dev-python/matplotlib[${PYTHON_USEDEP}] )"
+DEPEND="
+	dev-python/cython[${PYTHON_USEDEP}]
+	dev-python/pandas[${PYTHON_USEDEP}]
+	dev-python/patsy[${PYTHON_USEDEP}]
+	dev-python/setuptools[${PYTHON_USEDEP}]
+	sci-libs/scipy[${PYTHON_USEDEP}]
+	doc? (
+		dev-python/matplotlib
+		dev-python/sphinx
+		dev-python/ipython )
+	test? ( dev-python/nose[${PYTHON_USEDEP}] )"
+
+pkg_setup() {
+	export MPLCONFIGDIR="${T}" HOME="${T}"
+}
+
+python_compile_all() {
+	if use doc; then
+		VARTEXFONTS="${T}"/fonts ${EPYTHON} setup.py build_sphinx || die
+	fi
+}
+
+python_test() {
+	cd "${BUILD_DIR}" || die
+	VIRTUALX_COMMAND="nosetests"
+	virtualmake --verbosity=3
+}
+
+python_install() {
+	distutils-r1_python_install
+	rm -r "${D}/$(python_get_sitedir)/statsmodels/examples" || die
+}
+
+python_install_all() {
+	find "${S}" -name \*LICENSE.txt -delete
+	use doc && HTML_DOCS=( build/sphinx/html/* )
+	if use examples; then
+		docompress -x /usr/share/doc/${PF}/examples
+		insinto /usr/share/doc/${PF}
+		doins -r examples
+	fi
+	distutils-r1_python_install_all
+}