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Core Statistics (Institute of Mathematical Statistics Textbooks)

Simon N. Wood

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ISBN 10: 1107071054 / ISBN 13: 9781107071056
Editorial: Cambridge University Press
Nuevos Condición: New Encuadernación de tapa dura
Librería: THE SAINT BOOKSTORE (Southport, Reino Unido)

Librería en AbeBooks desde: 14 de junio de 2006

Cantidad: 5

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Título: Core Statistics (Institute of Mathematical ...

Editorial: Cambridge University Press

Encuadernación: Hardcover

Condición del libro:New

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Sinopsis:

Based on a starter course for beginning graduate students, Core Statistics provides concise coverage of the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. The book considers both frequentist maximum likelihood and Bayesian stochastic simulation while focusing on general methods applicable to a wide range of models and emphasizing the common questions addressed by the two approaches. This compact package serves as a lively introduction to the theory and tools that a beginning graduate student needs in order to make the transition to serious statistical analysis: inference; modeling; computation, including some numerics; and the R language. Aimed also at any quantitative scientist who uses statistical methods, this book will deepen readers' understanding of why and when methods work and explain how to develop suitable methods for non-standard situations, such as in ecology, big data and genomics.

Book Description:

Core Statistics is a compact starter course on the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. It delivers the theory and tools that a beginning graduate student, or any quantitative scientist, needs to make informed use of powerful statistical methods.

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