Efromovich S. Survival Analysis...Curve Estimation...Data with R Examples 2025
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Efromovich S. Survival Analysis...Curve Estimation...Data with R Examples 2025
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Total size: 9.81 MB
Added: 3 months ago (2025-05-22 10:38:01)
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Info Hash: 637F7B43CA86C451739582FDF1CF41CD2ABFEE9B
Last updated: 9 hours ago (2025-09-13 15:40:43)
Description:
Textbook in PDF format
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