Iain M. Johnstone - Publications, H-index & Citations

Iain M. Johnstone

Stanford University

57H指数

192论文数

4.4W被引数

收录论文 27

发表时间

ON MINIMAX OPTIMALITY OF SPARSE BAYES PREDICTIVE DENSITY ESTIMATES

ANNALS OF STATISTICS

IF3.7

2022-02-01

OAAI

Mukherjee, Gourab; Johnstone, Iain M.

TESTING IN HIGH-DIMENSIONAL SPIKED MODELS

ANNALS OF STATISTICS

IF3.7

2020-06-01

OAAI

Johnstone, Iain M.; Onatski, Alexei

Larry Brown's Work on Admissibility

STATISTICAL SCIENCE

IF3.4

2019-11-01

OAAI

Johnstone, Iain M.

Fast and Accurate Binary Response Mixed Model Analysis via Expectation Propagation

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2019-10-16

OAAI

Hall, P.; Johnstone, I. M.; Ormerod, J. T.; Wand, M. P.; Yu, J. C. F.

EIGENVALUE DISTRIBUTIONS OF VARIANCE COMPONENTS ESTIMATORS IN HIGH-DIMENSIONAL RANDOM EFFECTS MODELS

ANNALS OF STATISTICS

IF3.7

2019-10-01

OAAI

Fan, Zhou; Johnstone, Iain M.

PCA in High Dimensions: An Orientation

PROCEEDINGS OF THE IEEE

IF25.9

2018-08-01

OAAI

Johnstone, Iain M.; Paul, Debashis

OPTIMAL SHRINKAGE OF EIGENVALUES IN THE SPIKED COVARIANCE MODEL

ANNALS OF STATISTICS

IF3.7

2018-08-01

107

OAAI

Donoho, David; Gavish, Matan; Johnstone, Iain

EXACT MINIMAX ESTIMATION OF THE PREDICTIVE DENSITY IN SPARSE GAUSSIAN MODELS

ANNALS OF STATISTICS

IF3.7

2015-06-01

OAAI

Mukherjee, Gourab; Johnstone, Iain M.

Multiparametric high dimensional analysis of normal & VZV infected human tonsil T cells at a single cell resolution by mass cytometry

CYTOKINE

IF3.7

2013-09-01

PREAI

Sen, Nandini; Mukherjee, Gourab; Bendall, Sean C.; Sen, Adrish; Jager, Astraea; Sung, Phil; Nolan, Garry P.; Johnstone, Iain; Arvin, Ann M.

MINIMAX BOUNDS FOR SPARSE PCA WITH NOISY HIGH-DIMENSIONAL DATA

ANNALS OF STATISTICS

IF3.7

2013-06-01

127

OAAI

Birnbaum, Aharon; Johnstone, Iain M.; Nadler, Boaz; Paul, Debashis

Innate immune response to homologous rotavirus infection in the small intestinal villous epithelium at single-cell resolution

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2012-11-27

OAAI

Sen, Adrish; Rothenberg, Michael E.; Mukherjee, Gourab; Feng, Ningguo; Kalisky, Tomer; Nair, Nitya; Johnstone, Iain M.; Clarke, Michael F.; Greenberg, Harry B.

Statistical challenges of high-dimensional data INTRODUCTION

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2009-11-13

220

OAAI

Johnstone, Iain M.; Titterington, D. Michael

On Consistency and Sparsity for Principal Components Analysis in High Dimensions

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2009-06-01

639

OAAI

Johnstone, Iain M.; Lu, Arthur Yu

Adapting to unknown sparsity by controlling the false discovery rate

ANNALS OF STATISTICS

IF3.7

2006-04-01

279

OAAI

Abramovich, Felix; Benjamini, Yoav; Donoho, David L.; Johnstone, Iain M.

Empirical Bayes selection of wavelet thresholds 小波阈值的经验贝叶斯选择

ANNALS OF STATISTICS

IF3.7

2005-08-01

238

OAAI

Johnstone, IM; Silverman, BW

Periodic boxcar deconvolution and diophantine approximation

ANNALS OF STATISTICS

IF3.7

2004-10-01

OAAI

Johnstone, IM; Raimondo, M

Needles and straw in haystacks: Empirical Bayes estimates of possibly sparse sequences

ANNALS OF STATISTICS

IF3.7

2004-08-01

357

OAAI

Johnstone, IM; Silverman, BW

Wavelet deconvolution in a periodic setting

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2004-07-15

116

OAAI

Johnstone, IM; Kerkyacharian, G; Picard, D; Raimondo, M

Least angle regression

ANNALS OF STATISTICS

IF3.7

2004-04-01

7.5K

OAAI

Efron, B; Hastie, T; Johnstone, I; Tibshirani, R

Helicobacter pylori eradication and gastric preneoplastic conditions:: A randomized, double-blind, placebo-controlled trial

CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

IF3.4

2004-01-26

120

PREAI

Ley, C; Mohar, A; Guarner, J; Herrera-Goepfert, R; Figueroa, LS; Halperin, D; Johnstone, I; Parsonnet, J

研究方向