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All Projects → adamlauretig → AMEN_models_in_stan

adamlauretig / AMEN_models_in_stan

Licence: other
Implementation of Shahryar Minhas, Peter Hoff, and Mike Ward's AMEN models for network data in stan

Programming Languages

Stan
76 projects
r
7636 projects

AMEN Models in Stan

This repository contains code to implement Minhas, Hoff, and Ward's AMEN model in R and stan, via rstan.

It contains the following files:

  1. 00_fixed_effect.stan: a basic fixed effects model in Stan.
  2. 01_create_dyadic_data.R: R
  3. 01_srm_stan.stan: A basic social relations model in Stan.
  4. 02_srm_stan_dyad.stan: A basic social relations model in Stan, with dyad effects.
  5. 03_amen_stan.stan: An implementation of the Additive and Multiplicative Effects Network model in Stan.
  6. amen_model_writeup.Rmd: A .Rmarkdown writeup, explaining what's going on.
  7. amen_model_writeup.pdf: A .pdf of said writeup.
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