diff --git a/README.rst b/README.rst
index 30482f3..c2cc47b 100644
--- a/README.rst
+++ b/README.rst
@@ -12,9 +12,9 @@ supported.
 The algorithms to calculate three-point correlations described in:
 	
     Patzelt, F. and Bouchaud, J-P.:
-    Nonlinear price impact from linear models
-    Journal of Statistical Mechanics (2017)
-    Preprint at arXiv:1706.04163
+    Nonlinear price impact from linear models. 
+    Journal of Statistical Mechanics (2017). 
+    Preprint at arXiv:1706.04163.
     
     
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