Bradley Efron
Stanford University
2 papers in the Anchorcite directory, published between 1979 and 2004, cited 27,394 times in total.
Research topics
- Statistical Methods and Inference · 2 papers
- Control Systems and Identification · 2 papers
- Advanced Statistical Methods and Models · 2 papers
Frequent co-authors
- Trevor Hastie · 1 paper
- Iain M. Johnstone · 1 paper
- Robert John Tibshirani · 1 paper
Papers
- Bootstrap Methods: Another Look at the JackknifeThe Annals of Statistics · 1979 · 17,833 citations
We discuss the following problem: given a random sample $\mathbf{X} = (X_1, X_2, \cdots, X_n)$ from an unknown probability distribution $F$, estimate the sampling distribution of some prespecified random variable $R(\mathbf{X}, F)$, on the basis of the observed data $\mathbf{x}$.…
- Least angle regressionThe Annals of Statistics · 2004 · 9,561 citations
The purpose of model selection algorithms such as All Subsets, Forward Selection and Backward Elimination is to choose a linear model on the basis of the same set of data to which the model will be applied. Typically we have…
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