Synthesis Lectures on Mathematics & Statistics : Efficient Nonparametric Curve Estimation For Censored Data with R Examples - Sam Efromovich

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Synthesis Lectures on Mathematics & Statistics

Efficient Nonparametric Curve Estimation For Censored Data with R Examples

By: Sam Efromovich

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Hardcover | 5 July 2025

At a Glance

Hardcover
256 Pages

Dimensions(cm)
23.98 x 16.79

Hardcover

$64.99

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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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