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Testing of Hypothesis and Identification
Abstract We introduce a new aspect of the influence of the information-theoretical methods on the statistical theory. The procedures of the probability distributions identification for K ( ≥ 1 ) random objects each having one from the known set of M ( ≥ 2 ) distributions are studied.
Rudolf Ahlswede, Evgueni A. Haroutunian
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Application of statistical contrasts to mean refractive state
Testing for differences between specific groups or combinations of groups is referred to as comparison or contrast testing. Statistical significance of comparisons can be assessed by first forming contrasts and then testing for their ...
S Abelman
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SUMMARY The concept of multiple comparisons between a set of competing hypotheses is examined. A statistic is developed for testing a maintained hypothesis against a series of separate alternatives. This statistic is an extension of the binary Cox test.
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Large Deviation Analysis of Score-Based Hypothesis Testing
Score-based statistical models play an important role in modern machine learning, statistics, and signal processing. For hypothesis testing, a score-based hypothesis test is proposed in Wu et al., (2022).
Enmao Diao +2 more
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Statistical Hypothesis Testing for Information Value (IV)
Information Value (IV) is a widely used technique for feature selection prior to the modeling phase, particularly in credit scoring and related domains.
Helder Rojas +2 more
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HYPOTHESIS TESTING FOR AN EXCHANGEABLE NORMAL DISTRIBUTION [PDF]
Consider an exchangeable normal vector with parameters ????2, and ?. On the basis of a vector observation some tests about these parameters are found and their properties are discussed. A simulation study for these tests and a few nonparametric tests are
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Commentary: Psychological Science's Aversion to the Null
Jose D. Perezgonzalez +2 more
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Bayesian Methods: A Means of Improving Statistical Power in Preclinical Neurotrauma?
The field of neurotrauma is grappling with the effects of the recently identified replication crisis. As such, care must be taken to identify and perform the most appropriate statistical analyses. This will prevent misuse of research resources and ensure
Peyton M. Mueller +2 more
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