Network Scale-Up Models for Aggregated Relational Data


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Documentation for package ‘networkscaleup’ version 0.1-2

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networkscaleup-package The 'networkscaleup' package.
correlatedStan Fit ARD using the uncorrelated or correlated model in Stan This function fits the ARD using either the uncorrelated or correlated model in Laga et al. (2021) in Stan. The population size estimates and degrees are scaled using a post-hoc procedure.
example_data Simulated ARD data set with z and x.
killworth Fit Killworth models to ARD. This function estimates the degrees and population sizes using the plug-in MLE and MLE estimator.
networkscaleup The 'networkscaleup' package.
overdispersed Fit Overdispersed model to ARD (Gibbs-Metropolis)
overdispersedStan Fit ARD using the Overdispersed model in Stan
scaling Scale raw log degree and log prevalence estimates