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Large-Scale Inference - Stanford University
Large-Scale Inference: Empirical Bayes Methods For Estimation, Testing And Prediction Bradley Efron Stanford University. Foreword At The Risk Of Drastic Oversimplification, The History Of Statistics As A Recog- Nized Discipline Can Be Divided Into Three Eras: 1 The Age Of Quetelet And His Successors, In Which Huge Census-level Data Sets Were Brought To Bear On Simple But Important Questions ... 17th, 2020

Amazon.com: Large-Scale Inference: Empirical Bayes Methods ...
Efron, Bradley Large-scale Inference: Empirical Bayes Methods For Estimation, Testing, And Prediction (2010) Cambridge University Press, Cambridge UK, Xii + 264 Pages _____ I Use Statistical Methods As A Researcher In The Behavioral And Management Sciences. I Was Intimidated By What I Saw. Efron’s Book Sat On My Bookshelf, A Promise To Myself I’d Not Fulfilled. The Joint Statistical ... 14th, 2020

Large-Scale Inference: Empirical Bayes Methods For ...
Large-Scale Inference Book. Read Reviews From World’s Largest Community For Readers. We Live In A New Age For Statistical Inference, Where Modern Scienti... 1th, 2020

Large-Scale Inference: Empirical Bayes Methods For ...
Large-Scale Inference: Empirical Bayes Methods For Estimation, Testing, And Prediction. Bradley Efron. Cambridge University Press, Nov 29, 2012 - Mathematics. 0 Reviews. We Live In A New Age For Statistical Inference, Where Modern Scientific Technology Such As Microarrays And FMRI Machines Routinely Produce Thousands And Sometimes Millions Of Parallel Data Sets, Each With Its Own Estimation Or ... 4th, 2020

Large-Scale Inference - Stanford University
Large-Scale Inference: Empirical Bayes Methods For Estimation, Testing, And Prediction Bradley Efron Stanford University. Contents Prologue Vi Acknowledgments Ix 1 Empirical Bayes And The James–Stein Estimator 1 1.1 Bayes Rule And Multivariate Normal Estimation 2 1.2 Empirical Bayes Estimation 4 1.3 Estimating The Individual Components 7 1.4 Learning From The Experience Of Others 10 1.5 ... 1th, 2020

Higher Criticism For Large-Scale Inference, Especially For ...
Higher Criticism For Large-Scale Inference, Especially For Rare And Weak Effects David Donoho And Jiashun Jin Abstract. In Modern High-throughput Data Analysis, Researchers Perform A Large Number Of Statistical Tests, Expecting To find Perhaps A Small Fraction Of Significant Effects Against A Predominantly Null Background. Higher Criticism (HC) Was Introduced To Determine Whether There Are ... 8th, 2020

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Large-Scale Inference
Large-Scale Inference We Live In A New Age For Statistical Inference, Where Modern Scientific Technology Such As Microarrays And FMRI Machines Routinely Produce Thousands And Sometimes Millions Of Parallel Data Sets, Each With Its Own Estimation Or Testing Problem. Doing Thousands Of Problems At Once Involves More Than Repeated Application Of Classical Methods. Taking An Empirical Bayes ... 1th, 2020

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Large-Scale Simultaneous Hypothesis Testing: The Choice Of ...
Large-Scale Simultaneous Hypothesis Testing: The Choice Of A Null Hypothesis BradleyEFRON Current Scienti” C Techniques In Genomics And Image Processing Routinely Produce Hypothesis Testing Problems With Hundreds Or Thousands Of Cases To Consider Simultaneously. This Poses New Dif” Culties For The Statistician, But Also Opens New Opportunities. In Particular, It Allows Empirical Estimation ... 3th, 2020

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This Book Takes A Careful Look At Both The Promise And Pitfalls Of Large-scale Statistical Inference, With Particular Attention To False Discovery Rates, The Most Successful Of The New Statistical Techniques. Emphasis Is On The Inferential Ideas Underlying Technical Developments, Illustrated Using A Large Number Of Real Examples. 豆瓣成员常用的标签(共37个) · · · · · · 机器 ... 12th, 2020

Large-Scale Global And Simultaneous Inference: Estimation ...
Large-Scale Global And Simultaneous Inference: Estimation And Testing In Very High Dimensions T. Tony Cai1 And Wenguang Sun2 1Department Of Statistics, The Wharton School, University Of Pennsylvania, Philadelphia, USA, 19104, Email: Tcai@wharton.upenn.edu 2Department Of Data Sciences And Operations, University Of Southern California, 13th, 2020

Bayesian Inference In Large-scale Problems
Many Modern Applications Fall Into The Category Of "large-scale" Statistical Problems, In Which Both The Number Of Observations N And The Number Of Features Or Parameters P May Be Large. Many Existing Methods Focus On Point Estimation, Despite The Continued Relevance Of Uncertainty Quantification In The Sciences, Where The Number Of Parameters To Estimate Often Exceeds The Sample Size, Despite ... 8th, 2020

Large-scale Inference | R-bloggers
Large-scale Inference By Brad Efron Is The First IMS Monograph In This New Series, Coordinated By David Cox And Published By Cambridge University Press. Since I Read This Book Immediately After Cox’ And Donnelly’s Principles Of Applied Statistics, I Was Thinking Of Drawing A Parallel Between The Two Books.However, While None Of Them Can Be Classified As Textbooks [even Though Efron’s Has ... 3th, 2020

Large Scale Causal Inference With Machine Learning
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