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The Annals of Applied Probability : an Official Journal of the Institute of Mathematical Statistics|August 29, 2022
TRACY-WIDOM AT EACH EDGE OF REAL COVARIANCE AND MANOVA ESTIMATORSZhou Fan, Iain M Johnstone
Proceedings of the IEEE. Institute of Electrical and Electronics Engineers|October 6, 2018
PCA in High Dimensions: An orientationIain M Johnstone, Debashis Paul
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|October 7, 2009
Statistical challenges of high-dimensional dataIain M Johnstone, D Michael Titterington
Annals of Statistics|September 28, 2018
Optimal Shrinkage of Eigenvalues in the Spiked Covariance ModelDavid L Donoho, Matan Gavish, Iain M Johnstone
Annals of Statistics|October 18, 2014
MINIMAX BOUNDS FOR SPARSE PCA WITH NOISY HIGH-DIMENSIONAL DATAAharon Birnbaum, Iain M Johnstone, Boaz Nadler, et al.
Statistics in Medicine|September 27, 2002
Economic evaluation in long-term clinical trialsMark A Hlatky, Derek B Boothroyd, Iain M Johnstone
Biostatistics (Oxford, England)|October 18, 2011
Normalization, testing, and false discovery rate estimation for RNA-sequencing dataJun Li, Daniela M Witten, Iain M Johnstone, et al.
Statistica Sinica|April 9, 2021
Asymptotics of eigenstructure of sample correlation matrices for high-dimensional spiked modelsDavid Morales-Jimenez, Iain M Johnstone, Matthew R McKay, et al.
The Journal of Urology|December 18, 2001
Preoperative serum prostate specific antigen levels between 2 and 22 ng./ml. correlate poorly with post-radical prostatectomy cancer morphology: prostate specific antigen cure rates appear constant between 2 and 9 ng./mlThomas A Stamey, Iain M Johnstone, John E McNeal, et al.
Proceedings of the National Academy of Sciences of the United States of America|November 29, 2012
Innate immune response to homologous rotavirus infection in the small intestinal villous epithelium at single-cell resolutionAdrish Sen, Michael E Rothenberg, Gourab Mukherjee, et al.
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