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Lecturer(s)
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Hradil Zdeněk, prof. RNDr. CSc.
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Řeháček Jaroslav, prof. Mgr. Ph.D.
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Course content
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unspecified
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Learning activities and teaching methods
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Lecture, Dialogic Lecture (Discussion, Dialog, Brainstorming), Work with Text (with Book, Textbook)
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Learning outcomes
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To acquire and actively apply the statistical methods required for the processing and interpretation of quantum measurements, including quantum estimation and decision theory, quantum tomography, and Fisher information.
Ability to apply advanced statistical methods to the processing and interpretation of data.
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Prerequisites
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unspecified
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Assessment methods and criteria
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Mark, Oral exam
Knowledge of theoretical probability distributions, including the multinomial, Poisson, Gaussian, chi-squared, and Student's t-distributions; knowledge of methods of quantum estimation theory and Fisher information, quantum tomography, and basic optimization problems.
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Recommended literature
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Frieden, B. (1983). Probability, statistical optics and data testing. New York.
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Helstrom, C. W. (1976). Quantum detection and estimation theory.
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Paris, M. G. A., Řeháček, J. (2004). Quantum state estimation.
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R. Barlow. (1993). Statistics: A Guide to the Use of Statistical Methods in the Physical Sciences. New York.
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