networkscaleup: Network Scale-Up Models for Aggregated Relational Data
Provides a variety of Network Scale-up Models for researchers to analyze Aggregated Relational Data, through the use of Stan and 'glmmTMB'. Also provides tools for model checking In this version, the package implements models from Laga, I., Bao, L., and Niu, X (2023) <doi:10.1080/01621459.2023.2165929>, 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>.
| Version: | 0.2-1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | methods, Rcpp (≥ 0.12.0), rstan (≥ 2.26.0), LaplacesDemon (≥ 16.1.6), dplyr, ggplot2, scales, stats, readr, tibble, tidyr, graphics, rlang, glmmTMB, gridExtra, purrr, stringr, trialr, tidyselect, RMTstat |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0) |
| Suggests: | rmarkdown, knitr |
| Published: | 2025-12-10 |
| DOI: | 10.32614/CRAN.package.networkscaleup |
| Author: | Ian Laga  [aut,
cre],
Owen G. Ward [aut],
Anna L. Smith [aut],
Benjamin Vogel [aut],
Jieyun Wang [aut],
Le Bao [aut],
Xiaoyue Niu [aut] |
| Maintainer: | Ian Laga <ilaga25 at gmail.com> |
| License: | GPL (≥ 3) |
| URL: | https://github.com/ilaga/networkscaleup |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README |
| In views: | NetworkAnalysis |
| CRAN checks: | networkscaleup results |
Documentation:
| Reference manual: | networkscaleup.html , networkscaleup.pdf |
| Vignettes: |
ARD-Diagnostics (source, R code) networkscaleup-fitting-vignette (source, R code) |
Downloads:
| Package source: | networkscaleup_0.2-1.tar.gz |
| Windows binaries: | r-devel: networkscaleup_0.1-2.zip, r-release: networkscaleup_0.1-2.zip, r-oldrel: networkscaleup_0.1-2.zip |
| macOS binaries: | r-release (arm64): networkscaleup_0.2-1.tgz, r-oldrel (arm64): networkscaleup_0.2-1.tgz, r-release (x86_64): networkscaleup_0.2-1.tgz, r-oldrel (x86_64): networkscaleup_0.2-1.tgz |
| Old sources: | networkscaleup archive |
Linking:
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