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Bootstrapping Regression Models

✍ Scribed by Freedman, D. A.


Book ID
126796112
Publisher
Institute of Mathematical Statistics
Year
1981
Tongue
English
Weight
912 KB
Volume
9
Category
Article
ISSN
0090-5364

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Bootstrapping principal component regres
✍ R. Wehrens; W. E. van der Linden πŸ“‚ Article πŸ“… 1997 πŸ› John Wiley and Sons 🌐 English βš– 325 KB πŸ‘ 2 views

Bootstrap methods can be used as an alternative for cross-validation in regression procedures such as principal component regression (PCR). Several bootstrap methods for the estimation of prediction errors and confidence intervals are presented. It is shown that bootstrap error estimates are consist