Lecture Notes: Temporal Point Processes and the Conditional Intensity Function

By Jakob Gulddahl Rasmussen. 2018

92 citations recorded by the source corpus.

These short lecture notes contain a not too technical introduction to point processes on the time line. The focus lies on defining these processes using the conditional intensity function. Furthermore, likelihood inference, methods of simulation and residual analysis for temporal point processes specified by a conditional intensity function are considered.

Subfields: Applied Mathematics, Molecular Biology

View Paper: https://www.semanticscholar.org/paper/99b722f4ff8614b3e2a541a59a9ee6e1ed322f93