From 036674b5b7061f0bba7fad46c5c66c8e1ca3bc60 Mon Sep 17 00:00:00 2001
From: Antonio Magherini <A.Magherini@student.tudelft.nl>
Date: Tue, 5 Dec 2023 00:07:51 +0100
Subject: [PATCH] update toc

---
 book/_toc.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/book/_toc.yml b/book/_toc.yml
index 14e8c2e6..2f0c3ca6 100644
--- a/book/_toc.yml
+++ b/book/_toc.yml
@@ -191,11 +191,13 @@ parts:
         - file: time_series/exercise4.ipynb
       - file: time_series/arma
         title: "AutoRegressive Moving Average (ARMA) process"
-    # START REMOVE-FROM-PUBLISH
+        sections:
+        - file: time_series/exercise5.ipynb
       - file: time_series/forecasting
         title: "Time Series forecasting"
       - file: time_series/optional
         title: "Supplementary material"
+    # START REMOVE-FROM-PUBLISH        
       - file: time_series/notebook
         title: Notebook
     - file: optimization/overview
-- 
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