Statistical research on aggregated relational data.

1. Zheng, T., Salganik, M. J., & Gelman, A. (2006). How many people do you know in prison? Using overdispersion in count data to estimate social structure in networks. Journal of the American Statistical Association, 101(474), 409-423.

2. McCormick, T. H. and T. Zheng (2007). Adjusting for recall bias in “How many X’s do you know?” surveys. Proceedings of the joint statistical meetings.

3. McCormick, T. H., Salganik, M. J., & Zheng, T. (2010). How many people do you know?: Efficiently estimating personal network size. Journal of the American Statistical Association, 105(489), 59-70.

4. McCormick, T. H., R. He, E. Kolaczyk and T. Zheng (2012). "Surveying hard-to-reach groups through sampled respondents in a social network." Statistics in Biosciences 4(1): 177-195.

5. McCormick, T. H. and T. Zheng (2012). "Latent demographic profile estimation in hard-to-reach groups." The annals of applied statistics 6(4): 1795.

6. McCormick, T. H., A. Moussa, J. Ruf, T. A. DiPrete, A. Gelman, J. Teitler and T. Zheng (2013). "A practical guide to measuring social structure using indirectly observed network data." Journal of Statistical Theory and Practice 7(1): 120-132.

7. McCormick, T. H. and T. Zheng (2013). "Network-based methods for accessing hard-to-reach populations using standard surveys." Hard-to-Survey Populations. Cambridge, United Kingdom: Cambridge University Press.

8. McCormick, T. H. and T. Zheng (2015). "Latent surface models for networks using Aggregated Relational Data." Journal of the American Statistical Association 110(512): 1684-1695.

Network scale-up