Statistical Inference for Stochastic Processes

1987 ◽  
Author(s):  
Alan F. Karr
2010 ◽  
Vol 17 (04) ◽  
pp. 311-330
Author(s):  
Mallén Arenas ◽  
Rolando Rebolledo

A major problem to perform statistical inference in open quantum systems is the perturbation induced by the measurement process. However, at least theoretically, a suitable choice of the measurement process could provide a consistent approach through classical stochastic processes. This work proposes a method to perform statistical inference on open quantum systems represented by quantum Markov semigroups having a suitable classical reduction. The method is based on measurements associated to observables generating invariant abelian algebras.


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