In the spirit of Marcus canonical stochastic differential equations, we study a similar notion of rough differential equations (RDEs), notably dropping the assumption of continuity prevalent in the rough path literature. A new metric is exhibited in which the solution map is a continuous function of the driving rough path and a so-called path function, which directly models the effect of the jump on the system. In a second part, we show that general multidimensional semimartingales admit canonically defined rough path lifts. An extension of Lépingle's BDG inequality to this setting is given, and in turn leads to a number of novel limit theorems for semimartingale driven differential equations, both in law and in probability, conveniently phrased a uniformly-controlled-variations (UCV) condition (Kurtz-Protter, Jakubowski-Mémin-Pagès). A number of examples illustrate the scope of our results.

Canonical RDEs and general semimartingales as rough paths / Chevyrev, Ilya; Friz, Peter K.. - In: ANNALS OF PROBABILITY. - ISSN 0091-1798. - 47:1(2019), pp. 420-463. [10.1214/18-aop1264]

Canonical RDEs and general semimartingales as rough paths

Chevyrev, Ilya;
2019-01-01

Abstract

In the spirit of Marcus canonical stochastic differential equations, we study a similar notion of rough differential equations (RDEs), notably dropping the assumption of continuity prevalent in the rough path literature. A new metric is exhibited in which the solution map is a continuous function of the driving rough path and a so-called path function, which directly models the effect of the jump on the system. In a second part, we show that general multidimensional semimartingales admit canonically defined rough path lifts. An extension of Lépingle's BDG inequality to this setting is given, and in turn leads to a number of novel limit theorems for semimartingale driven differential equations, both in law and in probability, conveniently phrased a uniformly-controlled-variations (UCV) condition (Kurtz-Protter, Jakubowski-Mémin-Pagès). A number of examples illustrate the scope of our results.
2019
47
1
420
463
10.1214/18-aop1264
https://arxiv.org/abs/1704.08053
Chevyrev, Ilya; Friz, Peter K.
File in questo prodotto:
File Dimensione Formato  
ChevyrevFrizAOP2019.pdf

accesso aperto

Descrizione: pdf editoriale
Tipologia: Versione Editoriale (PDF)
Licenza: Copyright dell'editore
Dimensione 425.29 kB
Formato Adobe PDF
425.29 kB Adobe PDF Visualizza/Apri
1704.08053v2.pdf

accesso aperto

Descrizione: postprint
Tipologia: Documento in Post-print
Licenza: Non specificato
Dimensione 494.65 kB
Formato Adobe PDF
494.65 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11767/148854
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 33
  • ???jsp.display-item.citation.isi??? 28
social impact