Survival Analysis

ISBN-10: 0387948295
ISBN-13: 9780387948294
Edition: N/A
List price: $93.00
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Description: Applied statisticians in many fields must frequently analyze time-to-event data. While the statistical tools presented in this book are applicable to data from medicine, biology, public health, epidemiology, engineering, economics, and demography,  More...

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Book details

List price: $93.00
Publisher: Springer
Binding: Hardcover
Pages: 502
Size: 8.27" wide x 9.60" long x 1.60" tall
Weight: 2.926
Language: English

Applied statisticians in many fields must frequently analyze time-to-event data. While the statistical tools presented in this book are applicable to data from medicine, biology, public health, epidemiology, engineering, economics, and demography, the focus here is on applications of the techniques to biology and medicine. This book makes these complex methods more accessible to applied researchers without an advanced mathematical background. The authors present the essence of these techniques, as well as classical techniques not based on counting processes, and apply them to data.

Preface
Examples of Survival Data
Basic Quantities and Models
Censoring and Truncation
Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data
Estimation of Basic Quantities for Other Sampling Schemes
Topics in Univariate Estimation
Hypothesis Testing
Semiparametric Proportional Hazards Regression with Fixed Covariates
Refinements of the Semiparametric Proportional Hazards Model
Additive Hazards Regression Models
Regression Diagnostics
Inference for Parametric Regression Models
Multivariate Survival Analysis
Numerical Techniques for Maximization
Large-Sample Tests Based on Likelihood Theory
App. C - Statistical Tables
App. D - Selected Data Sets
Bibliography
Author Index
Subject Index

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