Kommande
bokomslag Survival Analysis
Vetenskap & teknik

Survival Analysis

Sam Efromovich

Inbunden

979:-

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  • 240 sidor
  • 2025
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.
  • Författare: Sam Efromovich
  • Format: Inbunden
  • ISBN: 9783031828133
  • Språk: Engelska
  • Antal sidor: 240
  • Utgivningsdatum: 2025-02-28
  • Förlag: Springer International Publishing AG