Concepedia

Adaptive Shrinkage

Adaptive Shrinkage is a statistical estimation method within the empirical Bayes framework that automatically adjusts the degree of shrinkage applied to parameter estimates based on the data, thereby balancing bias and variance in a way that depends on the underlying signal strength and sparsity patterns.

134

Publications

16.8K

Citations

345

Authors

183

Institutions

Publications per year

2017–2026

41

Parents

Publications

134

Ideal spatial adaptation by wavelet shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 7.8K citations

, , +13

Ideal Spatial Adaptation by Wavelet Shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 2.5K citations

, , +13

On the adaptive elastic-net with a diverging number of parameters

Hui Zou, Hao Helen Zhang · The Annals of Statistics · 2009 · 868 citations · Full text

, , +15

Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising

Aleksandra Pižurica, Wilfried Philips · IEEE Transactions on Image Processing · 2006 · 409 citations

, , +16

Adaptive denoising based on SURE risk

Xiao–Ping Zhang, M.D. Desai · IEEE Signal Processing Letters · 1998 · 231 citations

, , +14

1–5 of 134

Authors

345

  1. EI
    Edward I. George

    University of Pennsylvania, United States

    5 publications · 251 citations

    5

    h-index

  2. WP
    Wilfried Philips

    Ghent University, Belgium

    3 publications · 495 citations

    3

    h-index

  3. AP
    Aleksandra Pižurica

    Ghent University, Belgium

    3 publications · 495 citations

    3

    h-index

  4. WK
    Won‐Seok Kang

    Chung-Ang University, South Korea

    3 publications · 70 citations

    3

    h-index

  5. EL
    Eunsung Lee

    Chung-Ang University, South Korea

    3 publications · 70 citations

    3

    h-index

1–5 of 345

Institutions

183

  1. University of Chicago

    Chicago, United States

    6 h-index

    9 publications

    321 citations

  2. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    5 publications

    331 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    4 publications

    280 citations

  4. Ghent University

    Ghent, Belgium

    3 h-index

    8 publications

    1.1K citations

  5. Chung-Ang University

    Seoul, South Korea

    3 h-index

    13 publications

    291 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    7 publications

    188 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    8 publications

    289 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    13 publications

    518 citations

1–8 of 183

Venues

  1. Journal of the American Statistical Association

    11 publications · 482 citations

    11

    h-index

  2. Statistics in Medicine

    3 publications · 55 citations

    3

    h-index

  3. Bioinformatics

    3 publications · 80 citations

    3

    h-index

  4. Econometric Theory

    3 publications · 101 citations

    3

    h-index

  5. IEEE Access

    3 publications · 99 citations

    3

    h-index

1–5