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Local characteristics and tangency of vector-valued martingales
- Source :
- Probab. Surveys 17 (2020), 545-676, Probability Surveys, 17
- Publication Year :
- 2020
-
Abstract
- This paper is devoted to tangent martingales in Banach spaces. We provide the definition of tangency through local characteristics, basic $L^p$- and $\phi$-estimates, a precise construction of a decoupled tangent martingale, new estimates for vector-valued stochastic integrals, and several other claims concerning tangent martingales and local characteristics in infinite dimensions. This work extends various real-valued and vector-valued results in this direction e.g. due to Grigelionis, Hitczenko, Jacod, Kallenberg, Kwapie\'{n}, McConnell, and Woyczy\'{n}ski. The vast majority of the assertions presented in the paper is done under the sufficient and necessary UMD assumption on the corresponding Banach space.<br />Comment: Final version, to appear in Probability Surveys
- Subjects :
- Statistics and Probability
canonical decomposition
Pure mathematics
Canonical decomposition
60B11
Banach space
decoupling
Mathematics::Probability
60H05
Levy-Khinchin formula
FOS: Mathematics
local charac-teristics
local characteristics
46G12
stochastic integra-tion
60G44
60G44, 60B11 Secondary 60G51, 60G57, 60H05, 46G12, 28A50
Tangent martingales
Mathematics
28A50
Probability (math.PR)
Tangent
Lévy-Khinchin formula
UMD Banach spaces
Functional Analysis (math.FA)
Stochastic integration
Mathematics - Functional Analysis
independent increments
60G57
stochastic integration
Martingale (probability theory)
60G51
Mathematics - Probability
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Probab. Surveys 17 (2020), 545-676, Probability Surveys, 17
- Accession number :
- edsair.doi.dedup.....754b14f37558fc94215d68e08d7f7bcd