Iain M. Johnstone

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.5K citations · Full text

Computing, Biostatistics, Computer Science +13

Ideal spatial adaptation by wavelet shrinkage

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

Computing, Computer Science, Optimization +13

Adapting to Unknown Smoothness via Wavelet Shrinkage

David L. Donoho, Iain M. Johnstone · Journal of the American Statistical Association · 1995 · 4.3K citations

Computing, Computer Science, Optimization +15

Ideal Spatial Adaptation by Wavelet Shrinkage

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

Computing, Computer Science, Optimization +13

On the distribution of the largest eigenvalue in principal components analysis

Iain M. Johnstone · The Annals of Statistics · 2001 · 2K citations · Full text

Education, Higher Education, Bankruptcy Law +12