Concepedia

James-stein Estimation

James-Stein Estimation is a shrinkage estimation method in statistical inference that improves upon maximum likelihood estimation by jointly adjusting individual parameter estimates toward a common mean, thereby achieving lower overall risk in multivariate normal settings with three or more parameters.

168

Publications

14.1K

Citations

224

Authors

142

Institutions

Publications per year

2017–2026

19

Parents

Publications

168

Estimation of the Mean of a Multivariate Normal Distribution

Charles Stein · The Annals of Statistics · 1981 · 2.8K citations · Full text

, , +15

Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data

Robert E. Fay, Roger A. Herriot · Journal of the American Statistical Association · 1979 · 1.3K citations

, , +17

Data Analysis Using Stein's Estimator and its Generalizations

Bradley Efron, Carl N. Morris · Journal of the American Statistical Association · 1975 · 854 citations

, , +16

The Statistical Implications of Pre-Test and Stein-Rule Estimators in Econometrics

Rand R. Wilcox, George G. Judge, Mary Ellen Bock · Technometrics · 1979 · 532 citations

, , +11

Improved statistical tests for differential gene expression by shrinking variance components estimates

Xiangqin Cui, J. T. Gene Hwang, Jing Qiu et al. · Biostatistics · 2004 · 498 citations

, , +13

1–5 of 168

Authors

224

  1. PK
    Pranab Kumar Sen

    University of North Carolina at Chapel Hill, United States

    7 publications · 155 citations

    7

    h-index

  2. CN
    Carl N. Morris

    RAND Corporation, United States

    7 publications · 2K citations

    7

    h-index

  3. WE
    William E. Strawderman

    Rutgers, The State University of New Jersey, United States

    6 publications · 199 citations

    6

    h-index

  4. BE
    Bradley Efron

    Stanford University, United States

    6 publications · 2K citations

    6

    h-index

  5. SE
    S. Ejaz Ahmed

    Brock University, Canada

    5 publications · 75 citations

    5

    h-index

1–5 of 224

Institutions

142

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    7 publications

    126 citations

  2. Stanford University

    Stanford, United States

    6 h-index

    8 publications

    1.8K citations

  3. The University of Tokyo

    Tokyo, Japan

    6 h-index

    7 publications

    179 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    5 h-index

    7 publications

    147 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    5 h-index

    7 publications

    256 citations

  6. Iowa State University

    Ames, United States

    4 h-index

    4 publications

    330 citations

  7. RAND Corporation

    Santa Monica, United States

    4 h-index

    4 publications

    1.3K citations

  8. Cornell University

    Ithaca, United States

    4 h-index

    6 publications

    1.2K citations

1–8 of 142

Venues

  1. Journal of the American Statistical Association

    16 publications · 3.8K citations

    14

    h-index

  2. The Annals of Statistics

    17 publications · 3.7K citations

    14

    h-index

  3. Communication in Statistics- Theory and Methods

    11 publications · 281 citations

    11

    h-index

  4. Journal of Multivariate Analysis

    7 publications · 152 citations

    7

    h-index

  5. Canadian Journal of Statistics

    CJS · 7 publications · 303 citations

    7

    h-index

1–5