Concepedia

James-stein Encoding

James-Stein Encoding is a categorical encoding technique that shrinks group-wise estimates toward a global mean using the James-Stein estimator, thereby reducing variance and improving predictive accuracy in high-cardinality categorical variables.

6

Publications

367

Citations

9

Authors

10

Institutions

Publications per year

2017–2026

0

Parents

Publications

6

Ridge Regression and James-Stein Estimation: Review and Comments

Norman R. Draper, R. Craig Van Nostrand · Technometrics · 1979 · 214 citations

, , +14

Ridge Regression and James-Stein Estimation: Review and Comments

Norman R. Draper, R. Craig van Nostrand · Technometrics · 1979 · 54 citations

, , +14

Confidence sets centered at James—Stein estimators

J. T. Gene Hwang, Aman Ullah · Journal of Econometrics · 1994 · 33 citations

, , +13

James-Stein Estimation from an Alternative Perspective

Jerome P. Keating, Robert Mason · The American Statistician · 1988 · 32 citations

, , +12

James-Stein Estimation from an Alternative Perspective

Jerome P. Keating, Robert Mason · The American Statistician · 1988 · 23 citations

, , +12

1–5 of 6

Authors

9

  1. JP
    Jerome P. Keating

    The University of Texas at San Antonio, United States

    2 publications · 55 citations

    2

    h-index

  2. RM
    Robert Mason

    Southwest Research Institute, United States

    2 publications · 55 citations

    2

    h-index

  3. NR
    Norman R. Draper

    University of Wisconsin–Madison, United States

    2 publications · 268 citations

    2

    h-index

  4. JT
    J. T. Gene Hwang

    Cornell University, United States

    1 publications · 33 citations

    1

    h-index

  5. AU
    Aman Ullah

    University of California, Riverside, United States

    1 publications · 33 citations

    1

    h-index

1–5 of 9

Institutions

10

  1. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    2 publications

    268 citations

  2. Iowa State University

    Ames, United States

    2 h-index

    2 publications

    268 citations

  3. Statistical Research (United States)

    Redlands, United States

    1 h-index

    1 publications

    32 citations

  4. Western University

    London, Canada

    1 h-index

    1 publications

    33 citations

  5. Cornell University

    Ithaca, United States

    1 h-index

    1 publications

    33 citations

  6. The University of Texas at San Antonio

    San Antonio, United States

    1 h-index

    1 publications

    32 citations

  7. University of California, Riverside

    Riverside, United States

    1 h-index

    1 publications

    33 citations

  8. University of North Carolina at Charlotte

    Charlotte, United States

    1 h-index

    1 publications

    11 citations

1–8 of 10

Venues

  1. Technometrics

    2 publications · 268 citations

    2

    h-index

  2. The American Statistician

    2 publications · 55 citations

    2

    h-index

  3. Journal of Econometrics

    1 publications · 33 citations

    1

    h-index

  4. 1

    h-index

1–4