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Usual p-value and Modified p-value , How to Judge Better?
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Hamid Esmaili *   , Mina Towhidi , Seyd Rooalla Roozgar , Mehdi Amiri |
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Abstract: (16191 Views) |
| Usually, in testing hypothesis a p_value is used for making decision. Would p_value be the best measure to accept or reject the null hypothesis? Would it be possible to have a better measure than the ordinary p_value? In this paper, hypothesis testing has been considered not as a choice to make decision but as an estimating problem to possible accuracy of a given set, labeled by Θ_0 and p_value would be used as an estimator to possible accuracy of Θ_0 Real numbers as a parametric space has been usually accepted by researcher although the parametric space has been limited in many of applications. A measure named as modified p_value which functions more better than usual p_value in bounded parametric space, would be introduced in normal distribution of one-side and two-side testing. |
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| Keywords: Hypothesis testing, Decision theory, Modified p_value, Bounded parameter space. |
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Full-Text [PDF 496 kb]
(3188 Downloads)
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Type of Study: Research |
Subject:
Statistical Inference
Received: 2011/08/7 | Accepted: 2013/05/14 | Published: 2013/05/14
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