CoxNAM: An interpretable deep survival analysis model

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

Nonparametric Estimation from Incomplete Observations

Edward L. Kaplan, Paul Meier · Journal of the American Statistical Association · 1958 · 39.1K citations

Public Health, Biostatistics, Mathematics +10

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

Robert Tibshirani · Statistics in Medicine · 1997 · 4.3K citations

Public Health, Biostatistics, Epidemiologic Methods +14

Maximum utilization of the life table method in analyzing survival

Sidney J. Cutler, Fred Ederer · Journal of Chronic Diseases · 1958 · 2.9K citations

Public Health, Biology, Biostatistics +12

Random survival forests

The Annals of Applied Statistics · 2008 · 2.4K citations · Full text

Public Health, Biostatistics, Cardiology +17