Network Scale-Up Models for Aggregated Relational Data
Fit ARD using the uncorrelated or correlated model in Stan This functi...
Fit Killworth models to ARD. This function estimates the degrees and p...
The 'networkscaleup' package.
Fit Overdispersed model to ARD (Gibbs-Metropolis)
Fit ARD using the Overdispersed model in Stan
Scale raw log degree and log prevalence estimates
Provides a variety of Network Scale-up Models for researchers to analyze Aggregated Relational Data, mostly through the use of Stan. In this version, the package implements models from Laga, I., Bao, L., and Niu, X (2021) <arXiv:2109.10204>, Zheng, T., Salganik, M. J., and Gelman, A. (2006) <doi:10.1198/016214505000001168>, Killworth, P. D., Johnsen, E. C., McCarty, C., Shelley, G. A., and Bernard, H. R. (1998) <doi:10.1016/S0378-8733(96)00305-X>, and Killworth, P. D., McCarty, C., Bernard, H. R., Shelley, G. A., and Johnsen, E. C. (1998) <doi:10.1177/0193841X9802200205>.