A Network Approach to Analyzing Hedge Fund Connectivity
Gueorgui S. Konstantinov and Joseph Simonian
The Journal of Financial Data Science Summer 2020, jfds.2020.1.036; DOI: https://doi.org/10.3905/jfds.2020.1.036
Gueorgui S. Konstantinov
is a senior portfolio manager in fixed-income & currencies at LBBW Asset Management in Stuttgart, Germany
Joseph Simonian
is the founder and CIO of Autonomous Investment Technologies LLC in Newton, MA
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In this issue
The Journal of Financial Data Science
Vol. 4, Issue 3
Summer 2022
A Network Approach to Analyzing Hedge Fund Connectivity
Gueorgui S. Konstantinov, Joseph Simonian
The Journal of Financial Data Science Jun 2020, jfds.2020.1.036; DOI: 10.3905/jfds.2020.1.036
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- Article
- Abstract
- HEDGE FUND DATA: TRANSPARENCY AND BIASES
- CAPTURING HEDGE FUNDS’ INTERCONNECTEDNESS
- MODEL SPECIFICATION AND HEDGE FUND CLASSIFICATION
- INTEGRATING FACTOR ANALYISIS AND NETWORK MODELS
- CENTRALITY AS A MEASURE OF IMPORTANCE
- CLUSTERS, INTERCONNECTEDNESS, AND RISK FACTORS
- PRACTICAL APPLICATIONS
- PREDICTING RISK IN HEDGE FUND NETWORKS
- CONCLUSION
- ADDITIONAL READING
- ACKNOWLEDGMENT
- APPENDIX A
- APPENDIX B
- ENDNOTES
- REFERENCES
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