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Causal optimal transport and its links to enlargement of filtrations and\n continuous-time stochastic optimization

2016/11/08 by Beatrice Acciaio, Acciaio, Beatrice, Julio Backhoff‐Veraguas +3 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #60G44 #90C08 #91G80 #Economic theories and models #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR) #Risk and Portfolio Optimization #Stochastic processes and financial applications

paper · pdf · doi:10.48550/arxiv.1611.02610

openalex publication_date 2016/11/08 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The martingale part in the semimartingale decomposition of a Brownian motion\nwith respect to an enlargement of its filtration, is an anticipative mapping of\nthe given Brownian motion. In analogy to optimal transport theory, we define\ncausal transport plans in the context of enlargement of filtrations, as the\nKantorovich counterparts of the aforementioned non-adapted mappings. We provide\na necessary and sufficient condition for a Brownian motion to remain a\nsemimartingale in an enlarged filtration, in terms of certain minimization\nproblems over sets of causal transport plans. The latter are also used in order\nto give robust transport-based estimates for the value of having additional\ninformation, as well as model sensitivity with respect to the reference\nmeasure, for the classical stochastic optimization problems of utility\nmaximization and optimal stopping. Our results have natural extensions to the\ncase of general multidimensional continuous semimartingales.\n

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