MaxEnt assisted MaxLik tomography

Details MaxEnt assisted MaxLik tomography MaxEnt assisted MaxLik tomography

2004-04-26

arxiv.org/abs/physics/0404121v1

Physics

Data Analysis, Statistics and Probability

10 pages, 5 figures, presented at MaxEnt conference in Jackson, WY, 2003

Scientific paper

10.1063/1.1751389

Maximum likelihood estimation is a valuable tool often applied to inverse
problems in quantum theory. Estimation from small data sets can, however, have
non unique solutions. We discuss this problem and propose to use Jaynes maximum
entropy principle to single out the most unbiased maximum-likelihood guess.

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