Model Averaging

• Main Author: Fletcher, David (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: SpringerBriefs in Statistics,
• Subjects: Statistics .; Ecology .; Biostatistics.; Statistical Theory and Methods.; Theoretical Ecology/Statistics.; Statistics for Business, Management, Economics, Finance, Insurance.; Statistics for Life Sciences, Medicine, Health Sciences.

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 pharm...

Table of Contents:

• Why Model Averaging?
• Bayesian Model Averaging
• Frequentist Model Averaging
• Summary and Future Directions.