Description: networkTomography implements the methods developed and evaluated in
Blocker and Airoldi (2011) and Airoldi and Blocker (2012). These include the
authors' own dynamic multilevel model with calibration based upon a Gaussian
state-space model in addition to implementations of the methods of Tebaldi &
West (1998; Poisson-Gamma model with MCMC sampling), Zhang et al. (2002;
tomogravity), Cao et al. (2000; Gaussian model with mean-variance relation),
and Vardi (1996; method of moments). Data from the 1router network of Cao et
al. (2000), the Abilene network of Fang et al. (2007), and the CMU network
of Blocker and Airoldi (2011) are included for testing and reproducibility.

Title: Tools for using network reporting estimators.
Description: networkreporting has a collection of functions useful
for producing estimates from data that were collected using network
reporting techniques like network scale-up, indirect sampling,
Imports: functional, ggplot2, plyr, reshape2, stringr

Title: Tools for using Network Reporting Estimators
Maintainer: Dennis M. Feehan <feehan@berkeley.edu>
Imports: functional, ggplot2, lazyeval, plyr, reshape2, stringr, dplyr,

Title: Network Scale-Up Models for Aggregated Relational Data
c(person("Ian", "Laga", , "ilaga25@gmail.com", role = c("aut", "cre"),
person("Le", "Bao", , "lebao@psu.edu", role = c("aut")),
person("Xiaoyue", "Niu", , "Xiaoyue@psu.edu", role = c("aut")))
Description: 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>.
Packaged: 2022-04-04 13:41:41 UTC; samidhashetty