Regularisation and Cross-Validation of Determinants of Egalitarian Democracy: Demonstration for R
Description
Regularisation and Cross-Validation of Determinants of Egalitarian Democracy: Demonstration for R
This repository contains a demonstration for R of regularisation, cross-validation, and shrinkage methods. The application of these techniques is for illustrative purposes only on determinants of egalitarian democracy. The results should not be considered for any interpretation since it is necessary to develop a causal identification strategy and apply a number of controls, adjustments to standard errors, and robustness checks. In addition, it contains a merged, sliced data set from V-Dem and World Bank (N = 27,013). This set includes country-year observations from 1789 to 2019 of 202 countries.
GitHub repository: https://github.com/bgonzalezbustamante/demo-regularisation
Files
bgonzalezbustamante/demo-regularisation-v1.2.1.zip
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Additional details
Related works
- Cites
- Journal article: 10.1016/j.worlddev.2020.105180 (DOI)
- Other: https://bgonzalezbustamante.github.io/COVID-19-South-America/ (URL)
- Other: 10.17605/OSF.IO/6FM7X (DOI)
- Is derived from
- Dataset: 10.23696/vdemds20 (DOI)
- Is supplement to
- Other: https://github.com/bgonzalezbustamante/demo-regularisation/tree/v1.2.1 (URL)