Intro to Complex Systems Models & Methods

2014 ICPSR Summer Program in Quantitative Methods

Professor Daniel Martin Katz (Michigan State)
Professor Kyle Joyce (UC-Davis)

(Please Note Slides are Released After Class)

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KATZ  LECTURE + LAB  SLIDES FOR THE 2014 COURSE (Starts 7.21.14)

(0)  Syllabus for the Lecture (PDF)

WEEK 1

(1) Slides from Lab Session 1 – Introduction to Complex Systems (M 7.21.14)

 

(2)  Slides from Lecture 1 – Introduction to Complex Systems (Tu 7.22.14)

 

(3) Slides from Lab Session 2 – Introduction to Complex Systems (Tu 7.22.14)


(4)  Slides from Lecture 2 – Introduction to Complex Systems (W 7.23.14)


(5) Slides from Lab Session 3 – Introduction to Complex Systems (W 7.23.14)

 

(6)  Slides from Lecture 3 – Introduction to Complex Systems (Th 7.24.14)


(7) Slides from Lab Session 4 – Introduction to Complex Systems (Th 7.24.14)

 

(8)  Slides from Lecture 4 – Introduction to Complex Systems (F 7.25.14)

 

(9) Slides from Lab Session 5 – Introduction to Complex Systems (F 7.25.14)

 

(10) Bonus Assignment: Schelling Segregation Model in Camouflage
Try to Match This!  (Due Monday July 28, 2014 by 9:00am)

Winners
Pascal Doray-Demers (nlogo file)

Irina Vartanova (nlogo file)

WEEK 2

(11) Slides from Lecture 5(a) – Introduction to Complex Systems (M 7.28.14)

(12) Slides from Lecture 5(b) – Introduction to Complex Systems (M 7.28.14)

 

(13) Bonus for Lab Session 6 – Introduction to Complex Systems (M 7.28.14)


Steve Strogatz on Sync


Benoît B. Mandelbrot on the Art of Roughness


The Surprising Math of Cities and Corporations


How Complexity Leads to Simplicity


I Am My Connectome


(14)  Assignment: Explore Evolution of Cooperation on a Social Network

Model Implementation by Greg Todd Jones
Access the File Here (.nlogo)
Access Paper (Here)
(Write Your 1 Page Exploration of Model – Due Friday) 


(15) Slides from Lecture 6 – Introduction to Complex Systems (Tu 7.29.14)


(16) Slides from Lab Session 7 – Introduction to Complex Systems (Tu 7.29.14)

Download Fire Automation Part 1
Download Fire Automation Part 2

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(17)  An Agent-Based Model of Indirect Minority Influence on Social Change
By Jiin Jung** and Aaron Bramson

http://dx.doi.org/10.7551/978-0-262-32621-6-ch064
**Jiin is an alumni of the ICPSR Complex Systems Summer Program

 

(18) 1000+  Existing Netlogo Models (Modeling Commons)

modeling commons

 

(19) Slides from Lecture 7  – Intro to Complex Systems (W 7.30.14)

 

(20) Slides from Lab Session 8 – Introduction to Complex Systems (W 7.30.14)

(21) Slides from Lecture 8 – Introduction to Complex Systems (Th 7.31.14)


(22) Slides from Lab Session 9 – Introduction to Complex Systems (Th 7.31.14)

 

(23) Slides from Lecture 9 – Introduction to Complex Systems (F 8.01.14)

KatzLecture9ICPSR


(24) Bonus: System Dynamics Modeling and NOVA Lab

Screen Shot 2013-08-01 at 9.54.24 AM

(25) Bonus : Computational Models of Infectious Disease Transmission

Download Netlogo SIR Timing Tutorial
Download SIR Example Netlogo Model
Python Code for SIR Model from Github


(26) Bonus: Modeling with Data – SIR and Pattern Oriented Modeling

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