Master Thesis
1
Introduction
2
Literature Review
2.1
Conceptualization
2.1.1
Internal Embeddedness
2.1.2
External Embeddedness
2.2
Aggregation
2.2.1
Indicator Review
2.3
Summary
3
Methodology
3.1
Machine Learning Indicator
3.1.1
Priming Data
3.1.2
Aggregation Procedure
3.2
Data Selection
3.3
Analysis of Results
3.4
Summary
4
Priming Data
4.1
Consensus
4.2
Representativeness
5
Analysis
5.1
Aggregation
5.2
SVM Indices
6
Conclusion
Abbreviations
References
Appendix
Functions
R Script for priming data, SVM regression, and analysis
Author:
Joao Lucas Hilgert
© Copyright 2022 Joao Lucas D. R. Hilgert.
A Machine Learning Approach to Measuring Democracy
A Machine Learning Approach to Measuring Democracy
Master Thesis
Author:
Joao Lucas D. R. Hilgert