Survival Analysis

Name: Survival Analysis
Brand: Springer, Berlin
SKU: 9783031828133
Price: 1009 CZK
Availability: InStock

Efficient Nonparametric Curve Estimation For Censored Data with R Examples

Autor: Sam Efromovich

Jazyk:

Vazba: Pevná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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1 009 Kč

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

Informace o knize

Autor

Sam Efromovich

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2025

Stránek

240

EAN

9783031828133

Enbook ID

47053426

Vydavatel

Springer, Berlin

Hmotnost

549

Rozměry

168 x 240

Kompletní popis

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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Survival Analysis

Efficient Nonparametric Curve Estimation For Censored Data with R Examples

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také