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arxiv: 1301.4428 · v1 · pith:ZFMDAYVCnew · submitted 2013-01-18 · 🧮 math.PR · math.DS

Stability of the optimal filter in a hidden Markov model with multiplicative noise

classification 🧮 math.PR math.DS
keywords stabilityfilterhiddenmarkovmodelmultiplicativenoiseoptimal
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We consider a hidden Markov model with multiplicative noise emerging from studies of software reliability. We show the stability of the optimal filter with respect to general initial conditions in the total variation- and $L^p$-norm and deduce explicit rates. Remarkably, stability turns out to be independent of the ergodic behavior of the signal.

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