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Survival Analysis
- Efficient Nonparametric Curve Estimation For Censored Data with R Examples
Engelsk
Bogcover for Survival Analysis af Sam Efromovich, 9783031828133
Specifikationer
Sprog:
Engelsk
Sider:
234
ISBN-13:
9783031828133
Indbinding:
Hardback
ISBN-10:
3031828135
Kategori:
Udg. Dato:
1 maj 2025
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
1 maj 2025
Forfatter(e):

Survival Analysis

- Efficient Nonparametric Curve Estimation For Censored Data with R Examples
Engelsk
Hardback 2025
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
234
ISBN-13:
9783031828133
Indbinding:
Hardback
ISBN-10:
3031828135
Kategori:
Udg. Dato:
1 maj 2025
Størrelse i cm:
24,0 x 16,8
Oplagsdato:
1 maj 2025
Forfatter(e):
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