1
Cover
2
Introduction
3
Executive Summary
4
Making a Toy World
4.1
Generation of Mobile Phone Population
4.2
Generation of a synthetic Radio Network
4.3
Device to cell association
5
Estimation Strategies
5.1
Voronoi tesselation
5.2
EM/MLE
6
Evaluation Methods
6.1
Evaluation of all estimates
6.1.1
Geographical Evaluation
6.1.2
Statistical/Distributional Evaluation
6.1.3
Kantorovich-Wasserstein Distance (KWD)
7
A Final Note
8
Appendix A: A deep dive into the convergence behaviour of MLE estimates
8.1
Discrepancy measures per iteration
8.2
Convergence Behavior
9
Appendix B: The Holiday Scenario
References
Mobile Network Operator Data for Spatial Statistics - Eurostat Coding Labs 2020
3
Executive Summary
Currently under heavy construction. Will update once the other sections are completed.