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Kelly trading when asset prices have jumps

Bermin, Hans-Peter LU orcid and Holm, Magnus (2026) In Decisions in Economics and Finance
Abstract
If asset prices have no jumps it is known that the growth optimal Kelly strategy lies on the local efficient frontier, that is has maximal instantaneous Sharpe ratio. In this paper we show that, when asset prices have jumps, this property ceases to hold. However, the discrepancy is small for jumps with magnitude less than 25%. Our results further indicate that a Kelly trader fears market crashes but favors stock picking more than a maximal Sharpe trader. We also explain why Merton’s approach to jump modeling is not well suited to study the risk of bankruptcy associated with leverage.
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author
and
organization
publishing date
type
Contribution to journal
publication status
epub
subject
keywords
Kelly criterion, Maximal Sharpe, Jumps, Portfolio theory
in
Decisions in Economics and Finance
publisher
Springer-Verlag Italia s.r.l.
external identifiers
  • scopus:105041727409
ISSN
1593-8883
DOI
10.1007/s10203-025-00561-6
project
Knut Wicksell Centre for Financial Studies
language
English
LU publication?
yes
id
f45552ed-1895-4bc9-b49a-3983e2e3488c
date added to LUP
2026-04-21 13:36:27
date last changed
2026-08-22 04:01:18
@article{f45552ed-1895-4bc9-b49a-3983e2e3488c,
  abstract     = {{If asset prices have no jumps it is known that the growth optimal Kelly strategy lies on the local efficient frontier, that is has maximal instantaneous Sharpe ratio. In this paper we show that, when asset prices have jumps, this property ceases to hold. However, the discrepancy is small for jumps with magnitude less than 25%. Our results further indicate that a Kelly trader fears market crashes but favors stock picking more than a maximal Sharpe trader. We also explain why Merton’s approach to jump modeling is not well suited to study the risk of bankruptcy associated with leverage.}},
  author       = {{Bermin, Hans-Peter and Holm, Magnus}},
  issn         = {{1593-8883}},
  keywords     = {{Kelly criterion; Maximal Sharpe; Jumps; Portfolio theory}},
  language     = {{eng}},
  month        = {{01}},
  publisher    = {{Springer-Verlag Italia s.r.l.}},
  series       = {{Decisions in Economics and Finance}},
  title        = {{Kelly trading when asset prices have jumps}},
  url          = {{http://dx.doi.org/10.1007/s10203-025-00561-6}},
  doi          = {{10.1007/s10203-025-00561-6}},
  year         = {{2026}},
}