This is a collection of routines for Bayesian estimation of the Auto-Logistic Actor-Attribute Model (ALAAM)[1][2] as detailed in Koskinen and Daraganova (2022)[3].
The source balaam.R is a collection of different main functions and helper functions
You will find documentation of core functions in alaam_effects
Johan Koskinen - @drjohankoskinen - [email protected]
Project Link: https://github.com/johankoskinen/ALAAM
[1] Robins, G. , Pattison, P. & Elliott, P. (2001) Network models for social influence processes. Psychometrika, 66, 161–190.
[2] Daraganova, G. (2009) Statistical models for social networks and network-mediated social influence processes: Theory and Applications. University of Melbourne, unpublished PhD thesis.
[3] Koskinen, J. & Daraganova, G. (2022). Bayesian Analysis of Social Influence. Journal of the Royal Statistical Society Series A: Statistics in Society, 185(4), 855–1881