Abstract
The main idea of the present work is to associate with a general continuous branching process an exploration process that contains the desirable information about the genealogical structure. The exploration process appears as a simple local time functional of a Lévy process with no negative jumps, whose Laplace exponent coincides with the branching mechanism function. This new relation between spectrally positive Lévy processes and continuous branching processes provides a unified perspective on both theories. In particular, we derive the adequate formulation of the classical Ray-Knight theorem for such Lévy processes. As a consequence of this theorem, we show that the path continuity of the exploration process is equivalent to the almost sure extinction of the branching process.
Original language | English (US) |
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Pages (from-to) | 213-252 |
Number of pages | 40 |
Journal | Annals of Probability |
Volume | 26 |
Issue number | 1 |
DOIs | |
State | Published - Jan 1998 |
Keywords
- Branching processes
- Exploration process
- Genealogy
- Jump processes
- Local time
- Lévy processes
- Random tree
ASJC Scopus subject areas
- Statistics and Probability
- Statistics, Probability and Uncertainty