The Econometrics of Social Networks

In a social network, agents have their own reference group that may influence their behavior. In turn, the agents' attributes and their behavior affect the formation and the structure of the social network. We survey the econometric literature on both aspects of social networks and discuss the identification and estimation issues they raise.

[1]  M. Pellizzari,et al.  Be as Careful of the Books You Read as of the Company You Keep: Evidence on Peer Effects in Educational Choices , 2007, SSRN Electronic Journal.

[2]  Sanjeev Goyal,et al.  Matching and Network Effects , 2006 .

[3]  Mark E. J. Newman,et al.  Structure and Dynamics of Networks , 2009 .

[4]  Xiaodong Liu,et al.  Specification and Estimation of Social Interaction Models with Network Structures , 2010 .

[5]  P. Pattison,et al.  New Specifications for Exponential Random Graph Models , 2006 .

[6]  Timothy G. Conley GMM estimation with cross sectional dependence , 1999 .

[7]  Yves Zenou,et al.  Peer Effects and Social Networks in Education , 2008, SSRN Electronic Journal.

[8]  Timothy G. Conley,et al.  Social Networks in Ghana , 2004 .

[9]  J. Keith Ord,et al.  Spatial Processes Models and Applications , 1981 .

[10]  C. Manski Identification of Endogenous Social Effects: The Reflection Problem , 1993 .

[11]  Brian W. Rogers,et al.  Meeting Strangers and Friends of Friends: How Random are Social Networks? , 2007 .

[12]  David Marmaros,et al.  How Do Friendships Form? , 2005 .

[13]  J. Trogdon,et al.  Journal of Health Economics Peer Effects in Adolescent Overweight , 2022 .

[14]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .

[15]  Steven L. Puller,et al.  The Old Boy (and Girl) Network: Social Network Formation on University Campuses , 2008 .

[16]  Marcel Fafchamps,et al.  Risk Sharing Networks in Rural Philippines , 1997 .

[17]  A. Clark,et al.  'It Wasn't Me, it Was Them!' Social Influence in Risky Behavior by Adolescents , 2003, Journal of health economics.

[18]  Yann Bramoullé,et al.  Diversity and Popularity in Social Networks , 2009 .

[19]  P. Krishnan,et al.  Links and Architecture in Village Networks , 2008 .

[20]  S. Goyal Connections: An Introduction to the Economics of Networks , 2009 .

[21]  Xu Lin,et al.  Identifying Peer Effects in Student Academic Achievement by Spatial Autoregressive Models with Group Unobservables , 2010, Journal of Labor Economics.

[22]  Lung-fei Lee,et al.  Identification and estimation of econometric models with group interactions, contextual factors and fixed effects , 2007 .

[23]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[24]  S. Dercon,et al.  Risk-sharing networks and insurance against illness , 2006 .

[25]  Margherita Comola,et al.  Testing Unilateral and Bilateral Link Formation , 2009 .

[26]  Joachim De Weerdt,et al.  Risk-Sharing and Endogenous Network Formation , 2002 .

[27]  C. Barrett,et al.  Identity, Interest and Information Search in a Dynamic Rural Economy ⁄ , 2010 .

[28]  Bernard Fortin,et al.  Identification of Peer Effects through Social Networks , 2007, SSRN Electronic Journal.

[29]  S. Raphael,et al.  School-Based Peer Effects and Juvenile Behavior , 1997 .