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This paper introduces an assumption-lean method that constructs valid and efficient lower predictive bounds (LPBs) for survival times with censored data.
Nonparametric estimation from incomplete observations
Kaplan, E. L. and Meier, P. (1958) · 1958
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Cox, D. R. (1972) · 1972
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Analysis of survival data under the proportional hazards model
Breslow, N. E. (1975) · 1975
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Ecological use of failure time analysis
Muenchow, G. (1986) · 1986
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The accelerated failure time model: a useful alternative to the cox regression model in survival analysis
Wei, L.-J. (1992) · 1992
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Faraggi, D. and Simon, R. (1995) · 1995
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Learn then test: Calibrating predictive algorithms to achieve risk control
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Distribution-free, risk-controlling prediction sets
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