From 14b372c722fdac84ddf7f9e05b3f044db49a4f22 Mon Sep 17 00:00:00 2001
From: Andree Valle Campos <avallecam@gmail.com>
Date: Wed, 30 Oct 2024 12:19:33 +0000
Subject: [PATCH] add link format

---
 learners/setup.md | 32 ++++++++++++++++++++++++++------
 1 file changed, 26 insertions(+), 6 deletions(-)

diff --git a/learners/setup.md b/learners/setup.md
index f84b556b..521e7f20 100644
--- a/learners/setup.md
+++ b/learners/setup.md
@@ -340,26 +340,46 @@ Philos Trans R Soc Lond B Biol Sci. 2019 Jul 8;374(1776):20180276.
 doi: 10.1098/rstb.2018.0276. PMID: 31104603; PMCID: PMC6558557.
 -->
 
-Two 5-minute video refreshers on probability distributions:
+Watch three 5-minute video refreshers on statistical distributions:
 
 - StatQuest with Josh Starmer (2017) 
 **The Main Ideas behind Probability Distributions**, YouTube. 
-Available at: https://www.youtube.com/watch?v=oI3hZJqXJuc&t=248s 
+Available at: <https://www.youtube.com/watch?v=oI3hZJqXJuc&t=248s> 
 (Accessed: 30 October 2024). 
 
 - StatQuest with Josh Starmer (2018) 
 **Probability is not Likelihood. Find out why!!!**, YouTube. 
-Available at: https://www.youtube.com/watch?v=pYxNSUDSFH4 
+Available at: <https://www.youtube.com/watch?v=pYxNSUDSFH4> 
 (Accessed: 30 October 2024). 
 
-A two-page paper introduction to Infectious Disease Modelling:
+- StatQuest with Josh Starmer (2017) 
+**Maximum Likelihood, clearly explained!!!**, YouTube. 
+Available at: <https://www.youtube.com/watch?v=XepXtl9YKwc>
+(Accessed: 30 October 2024). 
+
+<!--
+- Weiss, J. (2012) 
+**R probability functions for the normal distribution**, 
+Lecture 13-Monday, October 8, 2012. 
+Available at: <https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc>
+(Accessed: 30 October 2024). 
+-->
+
+Read a two-page paper introduction to Infectious Disease Modelling:
 
+- Bjørnstad ON, Shea K, Krzywinski M, Altman N. 
+**Modeling infectious epidemics.** 
+Nat Methods. 2020 May;17(5):455-456. 
+doi: 10.1038/s41592-020-0822-z. PMID: 32313223.
+<https://www.nature.com/articles/s41592-020-0822-z>
+
+<!--
 - Bjørnstad ON, Shea K, Krzywinski M, Altman N. 
 **The SEIRS model for infectious disease dynamics.** 
-Nat Methods. 2020 Jun;17(6):557-558. doi: 10.1038/s41592-020-0856-2. 
+Nat Methods. 2020 Jun;17(6):557-558. doi: 10.1038/s41592-020-0856-2.
+<https://www.nature.com/articles/s41592-020-0856-2>
 Erratum in: Nat Methods. 2021 Mar;18(3):321. PMID: 32499633.
 
-<!--
 - McVernon, J. et al. (2016) 
 **A user’s Guide to Infectious Disease Modelling**, Prism. 
 Available at: http://prism.edu.au/publications/prism-modeling-guideline/