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Activity Number: 13
Type: Topic Contributed
Date/Time: Sunday, July 29, 2007 : 2:00 PM to 3:50 PM
Sponsor: Section on Survey Research Methods
Abstract - #310417
Title: Cosponsorship in the U.S. Senate: A Mixed Effects Approach to Detecting the Subtle Influence of Social Relational Factors on Legislative Behavior
Author(s): Justin Gross*+ and Stephen Fienberg and Cosma Shalizi and David Krackhardt
Companies: Carnegie Mellon University and Carnegie Mellon University and Carnegie Mellon University and Carnegie Mellon University
Address: 984 Greenfield Ave, Pittsburgh, PA, 15217,
Keywords: Relational data ; random effects ; social network analysis ; political methodology ; GLMM ; legislative behavior
Abstract:

Why do members of the United States Congress choose to cosponsor legislation proposed by their colleagues and what can we learn from their patterns of cosponsorship? These questions have attracted increased interest among legislative scholars over the past several years, and are, fundamentally, questions about relationships. Unfortunately, most methods of statistical inference with which political scientists are likely to be familiar tend to be ill-suited for the analysis of relational data, where observations are interdependent. We use mixed effects to capture network-type patterns of dependence (e.g., sender- and receiver-specific effects, reciprocity). Explicitly modeling network phenomena allows us to more confidently examine whether various dyadic properties of interest, such as similarities and opportunities for interaction between senators, translate into increased cosponsorship.


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Revised September, 2007