Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park

Statistical Inference (eBook, ePUB)

The Minimum Distance Approach

• Format: ePub

Produktbeschreibung

In many ways, estimation by an appropriate minimum distance method is one of the most natural ideas in statistics. However, there are many different ways of constructing an appropriate distance between the data and the model: the scope of study referred to by "Minimum Distance Estimation" is literally huge. Filling a statistical resource gap, Stati

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Erscheinungstermin: 22. Juni 2011
• Englisch
• ISBN-13: 9781040204641
• Artikelnr.: 73257145

Autorenporträt

Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park

Inhaltsangabe

Introduction. Statistical Distances. Continuous Models. Measures of
Robustness and Computational Issues. The Hypothesis Testing Problem.
Techniques for Inlier Modification. Weighted Likelihood Estimation.
Multinomial Goodness-of-fit Testing. The Density Power Divergence. Other
Applications. Distance Measures in Information and Engineering.
Applications to Other Models.