Name: Core Statistics (Institute of Mathematical Statistics Textbooks, Series Number 6) (en Inglés)
Price: 134.00 USD
Availability: InStock
Author: Wood, Simon N.
ISBN: 9781107071056

portada Core Statistics (Institute of Mathematical Statistics Textbooks, Series Number 6) (en Inglés)

Core Statistics (Institute of Mathematical Statistics Textbooks, Series Number 6) (en Inglés)

Formato

Libro Físico

Editorial

Cambridge Univ Pr

Autor

Wood, Simon N.

Idioma

Inglés

Encuadernación

Tapa Dura

ISBN13

9781107071056

Core Statistics (Institute of Mathematical Statistics Textbooks, Series Number 6) (en Inglés)

Wood, Simon N. (Autor) · Cambridge Univ Pr · Tapa Dura

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Reseña del libro "Core Statistics (Institute of Mathematical Statistics Textbooks, Series Number 6) (en Inglés)"

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.