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Online Universal Dirichlet Factor Portfolios

Author

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  • Purushottam Parthasarathy
  • Avinash Bhardwaj
  • Manjesh K. Hanawal

Abstract

We revisit the online portfolio allocation problem and propose universal portfolios that use factor weighing to produce portfolios that out-perform uniform dirichlet allocation schemes. We show a few analytical results on the lower bounds of portfolio growth when the returns are known to follow a factor model. We also show analytically that factor weighted dirichlet sampled portfolios dominate the wealth generated by uniformly sampled dirichlet portfolios. We corroborate our analytical results with empirical studies on equity markets that are known to be driven by factors.

Suggested Citation

  • Purushottam Parthasarathy & Avinash Bhardwaj & Manjesh K. Hanawal, 2023. "Online Universal Dirichlet Factor Portfolios," Papers 2308.07763, arXiv.org, revised Nov 2023.
    • Handle: RePEc:arx:papers:2308.07763
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    References listed on IDEAS

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    5. Thomas M. Cover, 1991. "Universal Portfolios," Mathematical Finance, Wiley Blackwell, vol. 1(1), pages 1-29, January.
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