From 91fef62b8a29875f3bc25e05bfb9a35f02928725 Mon Sep 17 00:00:00 2001
From: Kevin Sheppard <kevin.k.sheppard@gmail.com>
Date: Mon, 11 Dec 2017 19:30:48 +0000
Subject: [PATCH] DOC: Release 4.5

Update change log for 4.5 release
---
 doc/source/changes.rst | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/doc/source/changes.rst b/doc/source/changes.rst
index 0fdd8edc77..08dbad7428 100644
--- a/doc/source/changes.rst
+++ b/doc/source/changes.rst
@@ -1,12 +1,14 @@
 Change Log
 ----------
 
-Since Version 4.0
-=================
+Version 4.5
+===========
 * Added System GMM estimator
 * Added automatic bandwidth for kernel-based GMM weighting estimators
 * Cleaned up HAC estimation across models
-* Re-release to fix PyPi errors
+* Added `predict` method to IV, Panel and System model to allow out-of-sample
+  prediction and simplify retrieval of in-sample results
+* Fixed small issues with Fama-MacBeth which previously ignored weights
 
 Version 4.0
 ===========