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The -values are often implicitly used as a measure of evidence for the
hypotheses of the tests. This practice has been analyzed with different approaches. It is generally
accepted for the one-sided hypothesis problem, but it is often criticized for the two-sided hypothesis
problem. We analyze this practice with a new approach to statistical inference. First we select good
decision rules without using a loss function, we call them experts. Then we define a probability
distribution on the space of...
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