10% de desconto

Model Averaging eBook

de David Fletcher
idioma: inglês
Editor: Springer Berlin Heidelberg, Janeiro de 2019 ‧
79,49€
10% DESCONTO CARTÃO
DISPONIBILIDADE IMEDIATA
Ebook para ADE

This book provides a concise and accessible overview of model averaging, with a focus on applications. Model averaging is a common means of allowing for model uncertainty when analysing data, and has been used in a wide range of application areas, such as ecology, econometrics, meteorology and pharmacology. The book presents an overview of the methods developed in this area, illustrating many of them with examples from the life sciences involving real-world data. It also includes an extensive list of references and suggestions for further research. Further, it clearly demonstrates the links between the methods developed in statistics, econometrics and machine learning, as well as the connection between the Bayesian and frequentist approaches to model averaging. The book appeals to statisticians and scientists interested in what methods are available, how they differ and what is known about their properties. It is assumed that readers are familiar with the basic concepts of statistical theory and modelling, including probability, likelihood and generalized linear models.

Model Averaging

de David Fletcher

Propriedade Descrição
ISBN: 9783662585412
Editor: Springer Berlin Heidelberg
Data de Lançamento: Janeiro de 2019
Idioma: Inglês
Tipo de produto: eBook
Formato e Compatibilidade:
Coleção: Springerbriefs In Statistics
Classificação Temática: eBooks em Inglês > Ciências Exatas e Naturais > Matemática
eBooks em Inglês > Ciências Exatas e Naturais > Ecologia
eBooks em Inglês > Economia, Finanças e Contabilidade > Economia
EAN: 9783662585412
Acessibilidade: Ver características de acessibilidade indicadas pelo editor

LIVROS DA MESMA COLEÇÃO