Local Asymptotic Normality in Quantum Statistics |
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Authors: | Mădălin Guţă Anna Jenčová |
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Institution: | (1) School of Mathematical Sciences, University of Nottingham, University Park, Nottingham, NG7 2RD, U.K.;(2) Mathematical Institute of the Slovak Academy of Sciences, Stefanikova 49, 814 73 Bratislava, Slovakia |
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Abstract: | The theory of local asymptotic normality for quantum statistical experiments is developed in the spirit of the classical result
from mathematical statistics due to Le Cam. Roughly speaking, local asymptotic normality means that the family consisting of joint states of n identically prepared quantum systems approaches in a statistical sense a family of Gaussian state ϕ
u
of an algebra of canonical commutation relations. The convergence holds for all “local parameters” such that parametrizes a neighborhood of a fixed point .
In order to prove the result we define weak and strong convergence of quantum statistical experiments which extend to the
asymptotic framework the notion of quantum sufficiency introduces by Petz. Along the way we introduce the concept of canonical
state of a statistical experiment, and investigate the relation between the two notions of convergence. For the reader’s convenience
and completeness we review the relevant results of the classical as well as the quantum theory.
Dedicated to Slava Belavkin on the occasion of his 60th anniversary |
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Keywords: | |
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