Recommended Readings

This is a recommended list for further reading in addition to the assigned readings which may be useful to interested students. Other resources not linked to a specific session are listed below the table.

Ses # Topic Readings
1 Introduction to Social, Economic, and Technological Networks

Buy at Amazon Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapters 1–2.

Buy at Amazon Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapters 1–4.

2–3 Network Representations, Measures, and Metrics

 

4–6 Linear Dynamical Systems, Markov Chains, and Centralities

 

7 Dynamics Over Graph: Spread of Information and Distributed Computation

Buy at Amazon Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapters 5–7.

Buy at Amazon Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapter 6.

8 Graph Decomposition and Cluttering  
9–11 Random Graph Models  
12 Generative Graph Models  
13–14 Introduction to Game Theory

 

15 Traffic Flow and Congestion Games  
16 Network Effects (I)

Buy at Amazon Schelling, Thomas. Micromotives and Macrobehavior. WW Norton & Co., 2006. Chapter 1. ISBN: 9780393329469.

Buy at Amazon Surowiecki, James. The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Sharpens Business, Economies, Societies, and Nations. Anchor, 2005. ISBN: 9780385721707. Chapter 7.

17 Network Effects (II)

Bramoullé, Yann, Rachel Kranton, and Martin D'Amours. "Strategic Interaction and Networks." American Economic Review, 104 (2014): 898-930.

Ballester, Coralio, Antoni Calvó-Armengol, and Yves Zenou. “This resource may not render correctly in a screen reader.Who’s Who in Networks. Wanted: The Key Player (PDF).” 2005.

Candogan, Ozan, Kostas Bimpikis, and Asuman Ozdaglar. “This resource may not render correctly in a screen reader.Optimal Pricing in Networks with Externalities (PDF).” Operations Research 60, no. 4 (2012): 883–905.

Buy at Amazon Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapter 3.

18 Networked Markets

Mihai, Manea. “This resource may not render correctly in a screen reader.Bargaining in Stationary Networks (PDF - 1.1MB).” American Economic Review 101 (2011): 2042–2080.

Acemoglu, Daron, Vasco Carvalho, et al. “This resource may not render correctly in a screen reader.The Network Origins of Aggregate Fluctuations (PDF).” Econometrica 80, no. 5 (2012): 1977–2016. 

Buy at Amazon Parker, Gregory, Marshall Van Alstyne, and Sangeet Choudary. Platform Revolution: How Networked Markets are Transforming the Economy and How to Make Them Work for You. W. W. Norton & Company, 2016. ISBN: 9780393354355.

Buy at Amazon Evans, David and Richard Schmalensee. The Matchmakers: The New Economics of Multisided Platforms Harvard Business Review Press, 2016. ISBN: 9781633691728.

19 Repeated Games, Cooperation, and Strategic Network Formation

Buy at Amazon Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapters 7–10.

20–21 Diffusion Models and Contagion

Buy at Amazon Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapters 3 and 6.

Buy at Amazon Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapter 10.

22–24 Games with Incomplete Information and Introduction to Social Learning, Herding, and Informational Cascades

Golub, Ben, and Evan Sadler. "Learning in Social Networks." In The Oxford Handbook of the Economics of Networks. Oxford University Press, 2016.

Acemoglu, Daron, Munther Dahleh, et al. "This resource may not render correctly in a screen reader.Bayesian Learning in Social Networks (PDF - 12.5MB)." Review of Economic Studies 78 (2011): 1201–1236.

Golub, Benjamin and Matthew Jackson. “This resource may not render correctly in a screen reader.Naïve Learning in Social Networks and the Wisdom of Crowds.” Microeconomics 2, no. 1 (2010): 112–149.

Buy at Amazon Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapter 5.

Buy at Amazon Surowiecki, James. The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Sharpens Business, Economies, Societies, and Nations. Anchor, 2005. ISBN: 9780385721707. Chapters 1–4.

Buy at Amazon Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Di