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uniformly most powerful test : ウィキペディア英語版
uniformly most powerful test
In statistical hypothesis testing, a uniformly most powerful (UMP) test is a hypothesis test which has the greatest power 1 − ''β'' among all possible tests of a given size ''α''. For example, according to the Neyman–Pearson lemma, the likelihood-ratio test is UMP for testing simple (point) hypotheses.
== Setting ==
Let X denote a random vector (corresponding to the measurements), taken from a parametrized family of probability density functions or probability mass functions f_(x), which depends on the unknown deterministic parameter \theta \in \Theta. The parameter space \Theta is partitioned into two disjoint sets \Theta_0 and \Theta_1. Let H_0 denote the hypothesis that \theta \in \Theta_0, and let H_1 denote the hypothesis that \theta \in \Theta_1.
The binary test of hypotheses is performed using a test function \phi(x).
:\phi(x) =
\begin
1 & \text x \in R \\
0 & \text x \in A
\end
meaning that H_1 is in force if the measurement X \in R and that H_0 is in force if the measurement X \in A.
Note that A \cup R is a disjoint covering of the measurement space.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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