Name: Survival Analysis: Efficient Nonparametric Curve Estimation for Censored Data With r Examples (en Inglés)
Price: 60870.00 CLP
Availability: InStock
Author: Efromovich Sam
ISBN: 9783031828133

portada Survival Analysis: Efficient Nonparametric Curve Estimation for Censored Data With r Examples (en Inglés)

Survival Analysis: Efficient Nonparametric Curve Estimation for Censored Data With r Examples (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Efromovich Sam

Idioma

Inglés

Encuadernación

Tapa Dura

ISBN13

9783031828133

Survival Analysis: Efficient Nonparametric Curve Estimation for Censored Data With r Examples (en Inglés)

Efromovich Sam (Autor) · Springer · Tapa Dura

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Reseña del libro "Survival Analysis: Efficient Nonparametric Curve Estimation for Censored Data With r Examples (en Inglés)"

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.