The Jackknife, the Bootstrap, and Other Resampling Plans (CBMS-NSF Regional Conference Series in Applied Mathematics)
Book information
Description
Brad Efron wrote this monograph shortly after the publication of his groundbreaking early papers on bootstrapping. It was the first and for many years the only major reference on bootstrapping. It is written in an intuitive style and provides the connection between the bootstrap and many of the other earlier resampling methods, especially the jackknife. Geometric arguments are often used to explain concepts. Today it is still a useful reference but is very much outdated as there have been many advances. There are now also several excellent reference books and texts on the bootstrap including the introductory text by Efron and Tibshirani published in 1993 and the text by Davison and Hinkley published in 1997. My book published by Wiley in 1999 is intended for practitioners and has over 1600 references.
Similar books
Exponential Families in Theory and Practice
2023 · PDF
Computer Age Statistical Inference: Algorithms, Evidence, and Data Science
2016 · PDF
An Introduction to the Bootstrap
1993 · DJVU
Computer Age Statistical Inference: Algorithms, Evidence, and Data Science
2016 · PDF
The Jackknife, the Bootstrap, and Other Resampling Plans (CBMS-NSF Regional Conference Series in Applied Mathematics)
1987 · DJVU
An Introduction to the Bootstrap
1993 · PDF
Computer Science and Statistics: Proceedings of the 13th Symposium on the Interface
1981 · PDF
Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction
2010 · PDF