Geodesic
Reversible jump MCMC for two-state multivariate Poisson mixtures
Kybernetika, Tome 39 (2003) no. 3, p. [307].

Voir la notice de l'article provenant de la source Czech Digital Mathematics Library

The problem of identifying the source from observations from a Poisson process can be encountered in fault diagnostics systems based on event counters. The identification of the inner state of the system must be made based on observations of counters which entail only information on the total sum of some events from a dual process which has made a transition from an intact to a broken state at some unknown time. Here we demonstrate the general identifiability of this problem in presence of multiple counters.
Classification : 62F15, 62M05, 62P30, 65C40
Keywords: Bayesian inference; fault diagnostics; Poisson processes; reversible-jump MCMC 
@article{KYB_2003__39_3_a6,
     author = {Lahtinen, Jani and Lampinen, Jouko},
     title = {Reversible jump {MCMC} for two-state multivariate {Poisson} mixtures},
     journal = {Kybernetika},
     pages = {[307]},
     publisher = {mathdoc},
     volume = {39},
     number = {3},
     year = {2003},
     mrnumber = {1995735},
     zbl = {1249.62009},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/KYB_2003__39_3_a6/}
}
TY  - JOUR
AU  - Lahtinen, Jani
AU  - Lampinen, Jouko
TI  - Reversible jump MCMC for two-state multivariate Poisson mixtures
JO  - Kybernetika
PY  - 2003
SP  - [307]
VL  - 39
IS  - 3
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/KYB_2003__39_3_a6/
LA  - en
ID  - KYB_2003__39_3_a6
ER  - 
%0 Journal Article
%A Lahtinen, Jani
%A Lampinen, Jouko
%T Reversible jump MCMC for two-state multivariate Poisson mixtures
%J Kybernetika
%D 2003
%P [307]
%V 39
%N 3
%I mathdoc
%U http://geodesic.mathdoc.fr/item/KYB_2003__39_3_a6/
%G en
%F KYB_2003__39_3_a6
Lahtinen, Jani; Lampinen, Jouko. Reversible jump MCMC for two-state multivariate Poisson mixtures. Kybernetika, Tome 39 (2003) no. 3, p. [307]. http://geodesic.mathdoc.fr/item/KYB_2003__39_3_a6/