 |
|
|
Item Details
| Title:
|
MODEL SELECTION AND MODEL AVERAGING
|
| By: |
Gerda Claeskens, Nils Lid Hjort |
| Format: |
Hardback |
| List price:
|
£79.00 |
| Our price: |
£69.13 |
| Discount: |
|
| You save:
|
£9.87 |
|
|
|
|
|
| ISBN 10: |
0521852250 |
| ISBN 13: |
9780521852258 |
| Availability: |
Usually dispatched within 1-3 weeks.
 Delivery
rates
|
| Stock: |
Currently 0 available |
| Publisher: |
CAMBRIDGE UNIVERSITY PRESS |
| Pub. date: |
1 July, 2008 |
| Series: |
Cambridge Series in Statistical and Probabilistic Mathematics No. 27 |
| Pages: |
332 |
| Description: |
First book to synthesize the research and practice from the active field of model selection. |
| Synopsis: |
Given a data set, you can fit thousands of models at the push of a button, but how do you choose the best? With so many candidate models, overfitting is a real danger. Is the monkey who typed Hamlet actually a good writer? Choosing a model is central to all statistical work with data. We have seen rapid advances in model fitting and in the theoretical understanding of model selection, yet this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. The uncertainties involved with model selection are tackled, with discussions of frequentist and Bayesian methods; model averaging schemes are presented. Real-data examples are complemented by derivations providing deeper insight into the methodology, and instructive exercises build familiarity with the methods. The companion website features Data sets and R code. |
| Illustrations: |
46 b/w illus. 35 tables 65 exercises |
| Publication: |
UK |
| Imprint: |
Cambridge University Press |
| Returns: |
Returnable |
|
|
|
 |
|
|
|
|
|
No Cheese, Please!
A fun picture book for children with food allergies - full of friendship and super-cute characters!Little Mo the mouse is having a birthday party.
|
My Brother Is a Superhero
Luke is massively annoyed about this, but when Zack is kidnapped by his arch-nemesis, Luke and his friends have only five days to find him and save the world...
|
|
|
|
|