9783031828133 - survival analysis: efficient nonparametric curve estimation for censored data with r examples (synthesis lectures on mathematics & statistics) von efromovich, sam (3 Ergebnisse)

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hardcover. Zustand: Very Good. Cover and edges may have some wear.

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Hardcover. Zustand: Brand New. 254 pages. 9.44x6.61x9.61 inches. In Stock.

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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 t…he 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.