ISM Research Memorandum
No.
1071
Title:
Two sample test for counting processes with a non-linear covariate
Author(s):
Nishiyama, Yoichi (The Institute of Statistical Mathematics)
Key words:
Counting process, invariance principle, martingale, metric entropy, two sample test, weak convergence
Abstract:
We consider a non-linear model $ \alpha(Z_{t}) $ of the intensity of counting processes with a covariate $ Z $. Given two processes, we test whether the functions $ \alpha^{(p)} $ for
$ p=1,2 $ are the same or not. We present an asymptotically distribution free test and prove its consistency.