Information Criteria and Statistical Modeling




目 次

 

1  Concept of Statistical Modeling
2  Statisical Models
3  Information Criterion
4  Statistical Modeling by AIC

5  Generalized Information Criterion(GIC)
6  Statistical Modeling by GIC

7  Theoretical Development and Asymptotic Properties
8  Bootstrap Information Criterion
9 Bayesian Information Criteria
10 Various Model Evaluation Criteria

Sadanori Konishi and Genshiro Kitagawa
Springer Science+Business Media, New York, 2008
ISBN 978-0-387-71886-6   

Last modified June 3, 2006