Efromovich S Survival Analysis Curve Estimation Data with R Examples 2025
General:
Name: Efromovich S Survival Analysis Curve Estimation Data with R Examples 2025
Format: pdf
Size: 9.23 MB
Book:
Title: Survival Analysis
Author: Sam Efromovich
Language: polski
Year: 2025
Subjects: Science & Technology, Mathematics, Probability Theory, Statistics
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031828140
Total pages: 250
Description:
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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