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Survival Analysis : Efficient Nonparametric Curve Estimation For Censored Data with R Examples - Sam Efromovich

Survival Analysis

Efficient Nonparametric Curve Estimation For Censored Data with R Examples

By: Sam Efromovich

eText | 30 April 2025

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This textbook provides a unified account of estimating the survival function, hazard rate, cumulative hazard, density, regression, conditional distributions, and linear functionals for the current status censored and right-censored data. The book contains the theory and methodology of efficient estimation, adaptation, dimension reduction, and confidence bands as well as the universal E-estimator for small samples. Exercises and a large number of simulated and real-life examples that can be repeated and modified using the complementary R package are also included. This coverage, together with the intuitive style of presentation, is ideal for people entering this field. The context is suitable for self-study or a one-semester course for graduate students with majors ranging from biostatistics and data analytics to econometrics and actuarial science.

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Non-FictionMathematicsProbability & StatisticsApplied MathematicsStochastics

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