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Titlebook: Studies in Theoretical and Applied Statistics; SIS 2016, Salerno, I Cira Perna,Monica Pratesi,Anne Ruiz-Gazen Conference proceedings 2018 S

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An Algorithm for Finding Projections with Extreme Kurtosiss a function which associates a data projection to a real value measuring its interestingness: the higher the index, the more interesting the projection. Consequently, projection pursuit looks for the data projection which maximizes the projection pursuit index. The absolute value of the fourth stan
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DESPOTA: An Algorithm to Detect the Partition in the Extended Hierarchy of a Dendrograme leaves. At each node, it tests the null hypothesis that the two descending branches sustain only one cluster of units through a permutation test approach. At the end of the procedure, a partition of the data into clusters is returned. This paper focuses on the interpretation of the test statistic
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The ,-value Case, a Review of the Debate: Issues and Plausible Remediesiscovery paradigm. Null hypotheses statistical testing, in particular, has often been related to, if not blamed for, the present situation. We argue that a loose relation exists: although NHST, if properly used, could not be seen as a cause, some common misuses may mask or even favour bad practices
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