Can I read Model Averaging (springerbriefs In Statistics) on EtoBox?

Model Averaging (springerbriefs In Statistics) by David Fletcher; Springer-Verlag GmbH is a nonfiction available to read on EtoBox.

What is Model Averaging (springerbriefs In Statistics) about?

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.

Who reads Model Averaging (springerbriefs In Statistics)?

Author

David Fletcher; Springer-Verlag GmbH

Publisher

Springer Berlin Heidelberg : Imprint: Springer

Published

2018

Language

EN

ISBN

9783662585405

Category

nonfiction

Subjects

Medical, Business, Mathematics