On existence of nontrivial unbiased tests in quantum hypothesis testing (Theory and application of statistical inference in quantum theory)
Fuyuhiko Tanaka
Recently, there.have lots of work in quantum hypothesis testing that lies in the core of fascinating applications in quantum information theory.They mainly deal with a simple hypothesis because their main concern is the dis- tinguishability of two quantum states.However, in a practical application, composite hypothesis testing is much important as in classical statistics.In the present paper, we focus on the unbiased test in the quantum composite hypothesis testing.We derive necessary and sufficient conditions on exis- tence of a nontrivial unbiased test in the finite-dimensional Hilbert space.As a practical application, we consider the statistical hypothesis testing of entanglements.It is shown that the uniformly most powerful unbiased test is the random guess for the hypothesis testing.It implies that quan- tum fluctuation conflicts with the concept of hypothesis testing in classical statistics.
数理解析研究所講究録•May 1, 2013•0 citations