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  • Statistical Inference based on the Density Power Divergence

    The Robustness Perspective

    All scientists, researchers, and data analysts, who handle real data as part of their scientific explorations, have had, from time to time, to face to the problem of dealing with data which do not exactly conform to the model which was expected to describe these data. Often such non-conformity is manifested through outliers. Classical techniques, which are usually optimal for "pure" data, ... Read more

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  • Statistical Inference Based on Divergence Measures

    by Leandro Pardo ...
    Series series Statistics: A Series of Textbooks and Monographs
    The idea of using functionals of Information Theory, such as entropies or divergences, in statistical inference is not new. However, in spite of the fact that divergence statistics have become a very good alternative to the classical likelihood ratio test and the Pearson-type statistic in discrete models, many statisticians remain unaware of this p ... Read more

    $67.99 USD

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  • Time Series Analysis: Methods and Applications

    Series Book 30 - Handbook of Statistics
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