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Expansions and Asymptotics for Statistics

Expansions and Asymptotics for Statistics

Christopher G. Small

301,34 €
IVA incluido
Consulta disponibilidad
Editorial:
Taylor & Francis Ltd
Año de edición:
2010
Materia
Probabilidad y estadística
ISBN:
9781584885900

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Providing a broad toolkit of analytical methods, this book shows how asymptotics, when coupled with numerical methods, becomes a powerful way to acquire a deeper understanding of the techniques used in probability and statistics. It describes core ideas in statistical asymptotics; covers Laplace approximation, the saddle-point method, and summation of series; and includes vignettes of various people from statistics and mathematics whose ideas have been instrumental in the development of the subject. The author also supplements some topics with relevant Maple™ commands and provides a list of common series and products, enabling readers to expand an expression or simplify an expansion.

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