Point Processes
Poisson, Cox, Hawkes, and determinantal processes.
Point Processes. Poisson, Cox, Hawkes, and determinantal processes.
Foundations and canonical references
The standard treatments of point processes approach the subject from complementary angles. Daley, An Introduction to the Theory of Point Processes (2003) is the anchor reference for the subject and lays out the core definitions, theorems, and worked examples that practitioners return to.
Open methodological questions for point processes include sharpening the bridges between foundational theory and computational practice, extending classical results to broader or more structured settings, and integrating the techniques surveyed above with adjacent mathematical disciplines. The references listed in this page are the entry points that current work builds on.
Prerequisites
Sources
- textbook · primary · 2003An Introduction to the Theory of Point Processesdaley-2003, vere-jones-2003
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