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Figure S1. Multi-Member District Coefficient Estimates and Credible Intervals for Legislators from Formerly Overlapping Districts (1997–2007)

Figure S2. Density of Prediction Errors from Poisson Latent Space Models for 1997–2007

Figure S3. Density of Prediction Errors from Poisson Latent Space Models in Four States (2007)

Figure S4. Coefficient Estimates and Credible Intervals for Appropriations, Finance, and Rules Committee Networks in 2001 and 2003

Figure S5. Optimal Classification in One Dimension of Roll Call Voting by NC House Legislators in 2001 and 2003

Table S1. Descriptive Statistics for the Analysis of the North Carolina House (1997–2007)

Table S2. Poisson Latent Space Models of Cosponsorship in the North Carolina House (1997–2007)

Table S3. Poisson Latent Space Models of Cosponsorship in the North Carolina House (1997–2007)

Table S4. Poisson Latent Space Models of Cosponsorship in State Legislatures (2007)

Appendix A. Descriptive Statistics

Appendix B. Latent Position Methods for Social Network Analysis

Appendix C. An Alternative Measure of Shared Constituency

Appendix D. Model Results from Latent Space Models of Cosponsorship

Appendix E. Committee Specific Results from Latent Space Models of Cosponsorship

Appendix F. But What About Roll Call Votes

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