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Iain M. Johnstone

Stanford UniversityORCID https://orcid.org/0000-0002-2865-3076
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Top Publications

Least angle regression
The Annals of Statistics20049,400 citations
Ideal spatial adaptation by wavelet shrinkage
Biometrika19947,742 citations
Adapting to Unknown Smoothness via Wavelet Shrinkage
Journal of the American Statistical Association19954,299 citations
Ideal Spatial Adaptation by Wavelet Shrinkage
Biometrika19942,476 citations
On the distribution of the largest eigenvalue in principal components analysis
The Annals of Statistics20011,992 citationsFirst authorCorresponding
Wavelet Shrinkage: Asymptopia?
Journal of the Royal Statistical Society Series B (Statistical Methodology)19951,739 citationsCorresponding
Minimax estimation via wavelet shrinkage
The Annals of Statistics19981,014 citations
Prostate Specific Antigen in the Diagnosis and Treatment of Adenocarcinoma of the Prostate. II. Radical Prostatectomy Treated Patients
The Journal of Urology1989877 citations
Density estimation by wavelet thresholding
The Annals of Statistics1996765 citations