diff --git a/doc/src/Regression/Regression.do.txt b/doc/src/Regression/Regression.do.txt
index e32bac008..42d10a252 100644
--- a/doc/src/Regression/Regression.do.txt
+++ b/doc/src/Regression/Regression.do.txt
@@ -712,8 +712,13 @@ How can we use the singular value decomposition to find the parameters $\beta_j$
 !eblock
 
 
-
-
+!split
+===== Lasso and Ridge regression =====
+
+
+
+!split
+=====  Logistic regression =====