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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Creators
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Series
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Publisher
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Release date
April 30, 2025 -
Formats
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OverDrive Read
- ISBN: 9783031828140
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EPUB ebook
- ISBN: 9783031828140
- File size: 26154 KB
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Accessibility
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Languages
- English
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