Friday, February 24, 2012

1202.5270 (Robin Blume-Kohout)

Robust error bars for quantum tomography    [PDF]

Robin Blume-Kohout
In quantum tomography, a quantum state or process is estimated from the
results of measurements on many identically prepared systems. Tomography can
never identify the state or process exactly. Any point estimate is necessarily
"wrong" -- at best, it will be close to the true state. Making rigorous,
reliable statements about the system requires region estimates. In this
article, I present a procedure for assigning likelihood ratio (LR) confidence
regions, an elegant and powerful generalization of error bars. In particular,
LR regions are almost optimally powerful -- i.e., they are as small as
possible.
View original: http://arxiv.org/abs/1202.5270

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