Quantifying Cultural groups
Preface
Table of Contents
1
Introduction
1.1
Theoretical Background
1.2
Personality Dataset
1.3
Values Dataset
1.4
Analysis
1.5
Data orientation
1.5.1
Values
1.5.2
Personality
1.5.3
Note on Data transformation
2
Cluster analysis
2.1
Data preparation
2.2
K-means Clustering
2.2.1
How to specify the number of clusters?
2.3
Conclusion
3
Network Analysis
3.1
Community detection
3.2
Personality data
3.3
What is Community detection?
3.4
Values data
3.5
Conclusion
4
Principal Component analysis
4.1
Data Preparation
4.2
Parallel analysis (PA)
4.3
Personality data
4.4
Bayesian Parallel Analysis
4.4.1
Personality data
4.4.2
Values data
4.5
Conclusion
References
Quantifying Cultural groups
References