Model Averaging

• Κύριος συγγραφέας: Fletcher, David (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: SpringerBriefs in Statistics,
• Θέματα: 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...

Πίνακας περιεχομένων:

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