Standout Papers

Least angle regression 1994 2026 2004 2015 5.3k
  1. Least angle regression (2004)
    Bradley Efron, Trevor Hastie et al. The Annals of Statistics
  2. Ideal spatial adaptation by wavelet shrinkage (1994)
    David L. Donoho, Iain M. Johnstone Biometrika
  3. Adapting to Unknown Smoothness via Wavelet Shrinkage (1995)
    David L. Donoho, Iain M. Johnstone Journal of the American Statistical Association
  4. Ideal Spatial Adaptation by Wavelet Shrinkage (1994)
    David L. Donoho, Iain M. Johnstone Biometrika
  5. Wavelet Shrinkage: Asymptopia? (1995)
    David L. Donoho, Iain M. Johnstone et al. Journal of the Royal Statistical Society Series B (Statistical Methodology)
  6. On the distribution of the largest eigenvalue in principal components analysis (2001)
    Iain M. Johnstone The Annals of Statistics
  7. Adapting to Unknown Smoothness via Wavelet Shrinkage (1995)
    David L. Donoho, Iain M. Johnstone Journal of the American Statistical Association
  8. Prostate Specific Antigen in the Diagnosis and Treatment of Adenocarcinoma of the Prostate. II. Radical Prostatectomy Treated Patients (1989)
    Thomas A. Stamey, John N. Kabalin et al. The Journal of Urology
  9. Effects of intensive multiple risk factor reduction on coronary atherosclerosis and clinical cardiac events in men and women with coronary artery disease. The Stanford Coronary Risk Intervention Project (SCRIP). (1994)
    William L. Haskell, Edwin L. Alderman et al. Circulation
  10. Minimax estimation via wavelet shrinkage (1998)
    David L. Donoho, Iain M. Johnstone The Annals of Statistics
  11. Wavelet Threshold Estimators for Data with Correlated Noise (1997)
    Iain M. Johnstone, Bernard W. Silverman Journal of the Royal Statistical Society Series B (Statistical Methodology)
  12. On Consistency and Sparsity for Principal Components Analysis in High Dimensions (2009)
    Iain M. Johnstone et al. Journal of the American Statistical Association

Immediate Impact

21 by Nobel laureates 15 from Science/Nature 78 standout
Sub-graph 1 of 19

Citing Papers

The spatial landscape of lung pathology during COVID-19 progression
2021 StandoutNature
De novo protein design by deep network hallucination
2021 StandoutNatureNobel
2 intermediate papers

Works of Iain M. Johnstone being referenced

Least angle regression
2004 Standout
Maximum entropy reconstruction of complex (phase-sensitive) spectra
1990
and 1 more

Author Peers

Author Last Decade Papers Cites
Iain M. Johnstone 5316 8008 3138 3241 101 23.6k
Hui Zou 7152 2616 4949 2361 119 23.4k
Michael A. Saunders 1023 3001 1561 5799 122 21.6k
Gene H. Golub 1566 4521 3521 9580 251 38.6k
N. M. Laird 5889 3656 9434 840 31 30.7k
Donald Geman 2258 4780 3773 1113 86 16.3k
Terence Tao 1816 5150 2122 13515 354 33.8k
Stephen Boyd 1807 6792 8238 9672 255 53.6k
Grace Wahba 5142 3031 3761 2729 132 19.8k
Ingrid Daubechies 422 12628 1976 2689 72 24.2k
Christopher K. I. Williams 911 12679 11578 1406 100 33.0k

All Works

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2026