Some models and procedures for space-time point processes
| Autor: | David Vere-Jones |
|---|---|
| Rok vydání: | 2008 |
| Předmět: |
Statistics and Probability
Estimation Mathematical model Computer science media_common.quotation_subject Space time Simulation modeling Industrial engineering Point process Moment (mathematics) Section (archaeology) Statistics Probability and Uncertainty Function (engineering) General Environmental Science media_common |
| Zdroj: | Environmental and Ecological Statistics. 16:173-195 |
| ISSN: | 1573-3009 1352-8505 |
| DOI: | 10.1007/s10651-007-0086-0 |
| Popis: | A common element in modelling forest fires and earthquakes is the need to develop space-time point process models that can be used to quantify the evolving risk from forest fires (or earthquakes) as a function of time, location, and background factors. This paper is intended as an introduction to space-time point process modelling. It includes brief summaries of the most relevant point process properties, starting from the description and estimation of first and second order moment properties, proceeding to a description of conditional intensity or dynamic models, and ending with an introduction to some of the models and estimation procedures which are currently being used in seismology. A short final section contrasts the modelling problems for seismology and for forest fires. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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