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.
| ISBN: | 9783031828133 |
| Publication date: | 1st May 2025 |
| Author: | Sam Efromovich |
| Publisher: | Springer an imprint of Springer Nature Switzerland |
| Format: | Hardback |
| Pagination: | 234 pages |
| Series: | Synthesis Lectures on Mathematics & Statistics |
| Genres: |
Probability and statistics Stochastics |
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.
Survival Analysis features in the following genres: Probability and statistics, Stochastics
Survival Analysis is available in Hardback
Survival Analysis was written by Sam Efromovich and published by Springer an imprint of Springer Nature Switzerland
Survival Analysis has 234 pages
Yes it is part of Synthesis Lectures on Mathematics & Statistics series
£35.99