Back to Search
Start Over
Time-changed Poisson processes
- Source :
- Statistics & Probability Letters. 81:1899-1910
- Publication Year :
- 2011
- Publisher :
- Elsevier BV, 2011.
-
Abstract
- We consider time-changed Poisson processes, and derive the governing difference-differential equations (DDE) these processes. In particular, we consider the time-changed Poisson processes where the the time-change is inverse Gaussian, or its hitting time process, and discuss the governing DDE's. The stable subordinator, inverse stable subordinator and their iterated versions are also considered as time-changes. DDE's corresponding to probability mass functions of these time-changed processes are obtained. Finally, we obtain a new governing partial differential equation for the tempered stable subordinator of index $0<br />Comment: 18 pages
- Subjects :
- Hitting Times
Statistics and Probability
Subordinator
Tempered Stable Processes
FOS: Physical sciences
Inverse
Stable Processes
Time-Changed Process, Subordination
Poisson distribution
Inverse Gaussian distribution
symbols.namesake
FOS: Mathematics
Inverse Gaussian Process
Mathematical Physics
Difference-Differential Equation
Random-Walks
Mathematics
Higher-Order Pdes
Partial differential equation
Probability (math.PR)
Mathematical analysis
Hitting time
Mathematical Physics (math-ph)
Function (mathematics)
Iterated function
symbols
Statistics, Probability and Uncertainty
Mathematics - Probability
Subjects
Details
- ISSN :
- 01677152
- Volume :
- 81
- Database :
- OpenAIRE
- Journal :
- Statistics & Probability Letters
- Accession number :
- edsair.doi.dedup.....6e8b19c593bbb5459e10008a7c721a98
- Full Text :
- https://doi.org/10.1016/j.spl.2011.08.002