Title :
Rare events of marked finite point processes
Author_Institution :
School of Industrial Engineering Purdue University, West Lafayette, IN, USA
Abstract :
We study the rare events of a marked finite point process, where the epochs of the point process are assumed to be the ordered statistics of a finite number of i.i.d. standard uniform random variables, and the marks are assumed to be i.i.d. generally distributed random variables that are themselves independent of the epochs. Under the assumption that the `mark´ random variables are not degenerate at the mean, we derive the large deviations principle satisfied by a ladder process derived from the marked finite point process. The analysis utilizes Varadhan´s Lemma in a non-trivial manner to derive the large deviations result.
Keywords :
"Random variables","Zinc","Sociology","Statistics","Acceleration","Industrial engineering","Electronic mail"
Conference_Titel :
Communication, Control, and Computing (Allerton), 2015 53rd Annual Allerton Conference on
DOI :
10.1109/ALLERTON.2015.7446998