Principled sure independence screening for Cox models with ultra-high-dimensional covariates

Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

Yoav Benjamini, Yosef Hochberg · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 108.7K citations

Natural Sciences, Biostatistics, A/b Testing +13

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Regression Models and Life-Tables

D. R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 39.3K citations · Full text

Public Health, Biostatistics, Hazard Identification +16

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

The control of the false discovery rate in multiple testing under dependency

Yoav Benjamini, Daniel Yekutieli · The Annals of Statistics · 2001 · 10.8K citations · Full text

Public Health, Biostatistics, A/b Testing +14