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1. Large-scale inference
: empirical Bayes methods for estimation, testing, and prediction
by Efron, Bradley
2010, Institute of mathematical statistics monographs, ISBN 0521192498, Volume 1, xii, 263
Bayesian statistical decision theory | Economics | Study and teaching
Book
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2. Full Text Bradley Efron: A Conversation with Good Friends
by Susan Holmes and Carl Morris and Rob Tibshirani and Bradley Efron
Statistical science, ISSN 0883-4237, 5/2003, Volume 18, Issue 2, pp. 268 - 281
Awards | Empiricism | Inference | P values | Biology | Bayesian theories | Statistics | Frequentism | Physics | The Impact of the Bootstrap | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology
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3. Full Text Bayes' Theorem in the 21st Century
by Bradley Efron
Science (American Association for the Advancement of Science), ISSN 0036-8075, 6/2013, Volume 340, Issue 6137, pp. 1177 - 1178
Scientific method | Mathematical theorems | Logical theorems | Statistical theories | PERSPECTIVES | Twins | Statistics | Bayes theorem | Empirical evidence | Science & Technology - Other Topics | Multidisciplinary Sciences | Science & Technology | Science | Theorems | Boom | Reasoning | Inference | Landmarks | Acoustics | Bayesian analysis
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4. Full Text Size, Power and False Discovery Rates
by Bradley Efron
The Annals of statistics, ISSN 0090-5364, 8/2007, Volume 35, Issue 4, pp. 1351 - 1377
Maximum likelihood estimation | Histograms | Density estimation | Estimate reliability | Scientific method | Null hypothesis | Standard deviation | Multiple Testing and High-Dimensional Data | Prostate | Statistics | Estimation methods | Empirical Bayes | Local false discovery rates | Large-scale simultaneous inference | Empirical null | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | General topics | Exact sciences and technology | Nonparametric inference | Probability and statistics | Multivariate analysis | Parametric inference | Sciences and techniques of general use | Hypothesis testing | Social sciences | Statistical methods | Studies | Mathematical problems | Technology | Spectrum analysis | Problem solving | Mathematical models | Scientific imaging | Statistical inference | Arrays | Bayesian analysis | empirical null | large-scale simultaneous inference | 62G07 | empirical Bayes | 62J07
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5. Full Text Microarrays, Empirical Bayes and the Two-Groups Model
by Bradley Efron
Statistical science, ISSN 0883-4237, 2/2008, Volume 23, Issue 1, pp. 1 - 22
Hypothesis testing | Histograms | Null hypothesis | Correlations | Standard deviation | Frequentism | Statistics | Modeling | Prostate | Mathematical permutation | False discovery rates | Simultaneous tests | Empirical null | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Statistics - Methodology | empirical null | false discovery rates
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6. Full Text Empirical Bayes deconvolution estimates
by Efron, Bradley
Biometrika, ISSN 0006-3444, 01/2015, Volume 103, Issue 1, pp. 1 - 20
Exponential family model | Frailty | Generalized mixed model | Fourier deconvolution | g-modelling | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Studies | Parameter estimation | Probability distribution | Estimating techniques | Bayesian analysis | Asymptotic methods | Generalized linear models
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7. Full Text Computer Age Statistical Inference
: Algorithms, Evidence, and Data Science
by Efron, Bradley and Hastie, Trevor
07/2016, Institute of Mathematical Statistics Monographs, ISBN 1107149894, Volume 5, 433
Mathematical statistics
eBook
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8. Full Text Bayes, Oracle Bayes and Empirical Bayes
by Efron, Bradley
Statistical science, ISSN 0883-4237, 05/2019, Volume 34, Issue 2, pp. 177 - 201
Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Inference | Computational mathematics | Statistical inference | Bayesian analysis | Empirical analysis
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9. Full Text CURVATURE AND INFERENCE FOR MAXIMUM LIKELIHOOD ESTIMATES
by Efron, Bradley
The Annals of statistics, ISSN 0090-5364, 08/2018, Volume 46, Issue 4, pp. 1664 - 1692
Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Statistical analysis | Stability | Estimating techniques | Statistical inference | Maximum likelihood estimates | Empirical analysis | Bayesian analysis | Curvature
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10. Full Text Rejoinder: Bayes, Oracle Bayes, and Empirical Bayes
by Efron, Bradley
Statistical science, ISSN 0883-4237, 05/2019, Volume 34, Issue 2, pp. 234 - 235
Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Bayesian analysis | Statistical methods | Computational mathematics
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11. Full Text Prediction, Estimation, and Attribution
by Efron, Bradley
International statistical review, ISSN 0306-7734, 12/2020, Volume 88, Issue S1, pp. S28 - S59
Black box | Surface plus noise | Ephemeral predictors | Random forests | Support vector machines | Regression | Algorithms | Statistical analysis | Neural networks | Machine learning
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12. Full Text Curvature and inference for maximum likelihood estimates1
by Efron, Bradley
The Annals of statistics, ISSN 0090-5364, 08/2018, Volume 46, Issue 4, pp. 1664 - 1692
Curved exponential families | Regularized MLE | Region of stability | Observed information | G-modeling
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13. Full Text Two Modeling Strategies for Empirical Bayes Estimation
by Bradley Efron
Statistical science, ISSN 0883-4237, 5/2014, Volume 29, Issue 2, pp. 285 - 301
Maximum likelihood estimation | Estimate reliability | Bayes rule | Bayes estimators | Standard deviation | Matrices | Mathematical vectors | Parametric models | Covariance matrices | Prostate | Bayes rule in terms of f | g-modeling | f-modeling | Prior exponential families | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Mathematical models | Probability distribution | Estimating techniques | Experiments | Bayesian analysis | Statistics - Methodology | prior exponential families
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14. Full Text Rejoinder
by Efron, Bradley
International statistical review, ISSN 0306-7734, 12/2020, Volume 88, pp. S87 - S90
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15. Full Text Rejoinder
by Bradley Efron
International statistical review, ISSN 0306-7734, 12/2020, Volume 88, Issue S1, pp. S87 - S90
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16. Full Text Rejoinder
by Efron, Bradley
International statistical review, ISSN 0306-7734, 12/2020, Volume 88, Issue S1, p. S87
Journal Article
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17. Full Text Estimation and Accuracy After Model Selection
by Efron, Bradley
Journal of the American Statistical Association, ISSN 0162-1459, 07/2014, Volume 109, Issue 507, pp. 991 - 1007
Bootstrap smoothing | p | C | ABC intervals | Lasso | Model averaging | Bagging | Importance sampling | Estimation bias | Supernovae | Theory and Methods | Standard deviation | Standard error | Nonparametric models | Cholesterols | Estimators | Confidence interval | Bootstrap resampling | Estimation methods | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Regression analysis | Bootstrapping (Statistics) | Analysis | Nonparametric statistics | Confidence intervals | Accuracy | Bootstrap method | Estimating techniques | model averaging | bagging | importance sampling | bootstrap smoothing | Cp
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18. Full Text BAYESIAN INFERENCE AND THE PARAMETRIC BOOTSTRAP
by Bradley Efron
The annals of applied statistics, ISSN 1932-6157, 12/2012, Volume 6, Issue 4, pp. 1971 - 1997
Maximum likelihood estimation | Histograms | Estimate reliability | Bayes estimators | Inference | Mathematical vectors | Bayesian inference | Skewed distribution | Frequentism | Estimation methods | Exponential families | Jeffreys prior | Deviance | Generalized linear models | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Statistics - Applications | generalized linear models | exponential families | deviance
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19. Full Text Confidence intervals for random forests: The jackknife and the infinitesimal jackknife
by Wager, Stefan and Hastie, Trevor and Efron, Bradley
Journal of machine learning research, ISSN 1532-4435, 2014, Volume 15, Issue 1, pp. 1625 - 1651
Monte Carlo noise | Variance estimation | Bagging | Jackknife methods | Automation & Control Systems | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology | jackknife methods | variance estimation | bagging
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20. Full Text The Bootstrap and Markov-Chain Monte Carlo
by Efron, Bradley
Journal of biopharmaceutical statistics, ISSN 1054-3406, 11/2011, Volume 21, Issue 6, pp. 1052 - 1062
MCMC | Gibbs sampling | Bayes credible intervals | Importance sampling | Statistics & Probability | Pharmacology & Pharmacy | Physical Sciences | Mathematics | Life Sciences & Biomedicine | Science & Technology | Monte Carlo Method | Markov Chains | Bayes Theorem | Mathematical problems | Computational mathematics | Bayesian analysis | Monte Carlo simulation | Monte Carlo methods | Computation | Mathematical analysis | Inference | Sampling | Statistics | Index Medicus | importance sampling
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