# Analysis

This folder contains R code to replicate all analyses done in the paper. It further contains a copy of the dataset we analysed in the paper, thus analyses can be reproduced independently from the creation of the dataset from scratch.

* [R models](r_models.R): code to replicate all analyses.
* [dataset/export_full.csv.zip](dataset/export_full.csv.zip): compressed copy of the analysed dataset.

## Instructions

See comments in the code.

## Requirements

We used the following R libraries (and versions):

* R 3.5.0
* ggplot 2.2.1
* VGAM 1.0
* nnet 7.3
* glamss 5.1
* DMwR 0.4.1
* MASS 7.3
* stargazer 5.2.2
* dyplr 0.8.1