This repository contains all the code to reproduce the results in [A Latent Causal Inference Framework for Ordinal Variables](add link).

• OSEMSource/ contains the source code to OSEM Algorithm
• OrdinalEffects.R contains the R code for the main functions
• Simulation_Binary.R contains the simulation for two binary variables example
• Simulation_ThreeVar.R contains the simulation for three binary variables example
• Simulation/ contains the collected code, data and plot from the simulation with 20 nodes
• Application/ contains the generated plots and the code for the analysis of the Pyschological Survey Data

Reference

@article{,
  title = {A Latent Causal Inference Framework for Ordinal Variables},
  journal = {},
  volume = {},
  pages = {},
  year = {},
  issn = {},
  doi = {},
  url = {},
  author = {Martina Scauda and Jack Kuipers and Giusi Moffa}
}