Survival Analysis by Sam Efromovich
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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Fixed Point Theory from Early Foundations to Contemporary Challenges
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Descriptive Statistics for Scientists and Engineers
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Computational Calculus
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An Easy Path to Convex Analysis and Applications
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Monte Carlo Simulations Using Microsoft EXCEL
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Analysis of the Navier-Stokes Problem
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Geodesic Beams in Eigenfunction Analysis
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Calculus to Analysis
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Completely Regular Semigroup Varieties
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Dynamic Equations and Almost Periodic Fuzzy Functions on Time Scales
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Jordan Canonical Form
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The Linear Function and Euclidean Geometry
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Applied Stochastic Modeling
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Monte Carlo Methods
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Symmetry Analysis of Differential Equations
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Analysis of Epidemiologic Data Using R
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An Introduction to Partial Differential Equations
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Boundary Value Problems
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The Fundamentals of Analysis for Talented Freshmen
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Continuous Distributions in Engineering and the Applied Sciences -- Part I
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The Integral
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Aspects of Differential Geometry V
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Probability and Statistics for STEM
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Time-Fractional Order Biological Systems with Uncertain Parameters
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Statistics is Easy
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Mathematical Problem Factories
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Discrete Distributions in Engineering and the Applied Sciences
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Fast Start Integral Calculus
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Numerical Integration of Space Fractional Partial Differential Equations
Sam Efromovich, Ph.D., is an Endowed Professor and the Head of Actuarial Program in the Department of Mathematical Sciences at The University of Texas at Dallas. He is an Elected Fellow of the American Statistical Association and of the Institute of Mathematical Statistics and is well known for his work on the theory and applications of nonparametric curve estimation.
| SKU | Unavailable |
| ISBN 13 | 9783031828133 |
| Title | Survival Analysis |
| Author | Sam Efromovich |
| Series | Synthesis Lectures On Mathematics And Statistics Ser |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | Springer International Publishing AG |
| Year published | 2025-05-01 |
| Number of pages | 234 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |