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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
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Joseph Simonian
is the founder and CIO of Autonomous Investment Technologies LLC in Newton, MA
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Article Information

jfds.2020.1.036
DOI 
https://doi.org/10.3905/jfds.2020.1.036

Published By 
Pageant Media Ltd
Print ISSN 
2640-3943
Online ISSN 
2640-3951
History 
  • Published online June 23, 2020.

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  • You are currently viewing a Latest version of this article (June 23, 2020 - 03:44).
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Author Information

  1. Gueorgui S. Konstantinov
    1. is a senior portfolio manager in fixed-income & currencies at LBBW Asset Management in Stuttgart, Germany. (georgi.konstantinoff{at}gmail.com)
  2. Joseph Simonian
    1. is the founder and CIO of Autonomous Investment Technologies LLC in Newton, MA. (jsimonian{at}autoinvestec.com)
  1. To order reprints of this article, please contact David Rowe at d.rowe{at}pageantmedia.com or 646-891-2157.
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The Journal of Financial Data Science: 4 (3)
The Journal of Financial Data Science
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Summer 2022
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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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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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