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Survival Analysis

Name: Survival Analysis
Brand: Springer, Berlin
SKU: 47053426
Price: 17822 HUF
Availability: InStock
Author: Sam Efromovich
ISBN: 9783031828133

Efficient Nonparametric Curve Estimation For Censored Data with R Examples

Sam Efromovich

Language

English

Book Hardback

Libristo code: 47053426

Publishers Springer, Berlin, June 2025

This textbook provides a unified account of estimating the survival function, hazard rate, cumulativ... Full description

Libristo code: 47053426

120 b

17 822 Ft

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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.