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Algebraic And Geometric Methods In Statistics Gibilisco, Paolo Cambridge Usa

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This up-to-date account of algebraic statistics and information geometry explores the emerging connections between the two disciplines, demonstrating how they can be used in design of experiments and how they benefit our understanding of statisticalmodels, in particular, exponential models. This book presents a new way of approaching classical statistical problems and raises scientific questions that would never have been considered without the interaction of these two disciplines. Beginning with a brief introduction to each area, using simple illustrative examples, the book then proceeds with a collection of reviews and some new results written by leading researchers in their respective fields. Part III dwells in both classical and quantum information geometry, containing surveys of key results and new material. Finally, Part IV provides examples of the interplay between algebraic statistics and information geometry. Computer code and proofs are also available online, where key examples are developed in further detail.

Detalhes do produto

Peso: 0.83 kg
Número de páginas: 382
Ano de edição: 2009
ISBN 10: 0521896193
ISBN 13: 9780521896191
Altura: 24
Largura: 18
Comprimento: 2
Idioma : Inglês
Tipo de produto : Livro
Assuntos : Estatística

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