On the stability of the martingale optimal transport problem: A set-valued map approach

Ariel Neufeld*, Julian Sester

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

5 Citations (Scopus)

Abstract

Continuity of the value of the martingale optimal transport problem on the real line w.r.t. its marginals was recently established in Backhoff-Veraguas and Pammer (2019) and Wiesel (2019). We present a new perspective of this result using the theory of set-valued maps. In particular, using results from Beiglböck et al. (2021), we show that the set of martingale measures with fixed marginals is continuous, i.e., lower- and upper hemicontinuous, w.r.t. its marginals. Moreover, we establish compactness of the set of optimizers as well as upper hemicontinuity of the optimizers w.r.t. the marginals.

Original languageEnglish
Article number109131
JournalStatistics and Probability Letters
Volume176
DOIs
Publication statusPublished - Sept 2021
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2021

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Keywords

  • Berge's maximum theorem
  • Martingale optimal transport
  • Set-valued map
  • Stability

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