Brad Efron's Papers and Software

2008

• Efron,B. "False Discovery Rates and the James-Stein Estimator (Download article here)
• Efron,B. "Row and Column Correlations" (Download article here)

  2007

  • Efron,B. "Simultaneous inference: when should hypothesis testing problems be combined?" (Download article here)

    2006

    • Efron, B. "Microarrays, Empirical Bayes, and the Two-Groups Model" (Download article here)
    • Efron, B. "Testing the significance of sets of genes" (Download article here)
    • Efron, B. "Size, Power, and False Discovery Rates" (Download article here)
    • Efron, B. "Correlation and Large-Scale Simultaneous Significance Testing" (Download the latest version here, download the old version here)

    2005

    • Efron, B. "Modern Science and the Bayesian-Frequentist Controversy" (Download article here)
    • Efron, B. "Minimum Volume Confidence Regions for a Multivariate Normal Mean Vector" (Download article here)
    • Efron, B. "Local False Discovery Rates" (Download article here)
    • Efron, B. "Bayesians, Frequentists, and Scientists" (Download article here)

    2004

    • Efron, B. "Selection and Estimation for Large-Scale Simultaneous Inference" . (Download article here)
    • Efron, B. "Bayesians, Frequentists, and Physicists." . (Download article here)

    2003

    • Efron, B. "Large-Scale Simultaneous Hypothesis Testing: the choice of a null hypothesis." JASA. (Download article here).
    • R package for local false discovery rates. Available on CRAN or here in source form only. You can also find a vignette example here.

    2002

    • Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani, "Least Angle Regression" (postscript) or (pdf). A new method for variable subset selection, with the lasso and "epsilon" forward stagewise methods as special cases. LARS Software for R and Splus.
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    Contact brad@stat.stanford.edu