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Survival analysis : techniques for censored and truncated data

Author: John P Klein; Melvin L Moeschberger
Publisher: New York : Springer, ©2003.
Series: Statistics for biology and health.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:

Applied statisticians in many fields must frequently analyze time to event data.

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: John P Klein; Melvin L Moeschberger
ISBN: 038795399X 9780387953991
OCLC Number: 50042661
Description: xv, 536 pages : illustrations ; 24 cm.
Contents: 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 --
Statistical tables --
Data on 137 bone marrow transplant patients --
Selected solutions to exercises.
Series Title: Statistics for biology and health.
Responsibility: John P. Klein, Melvin L. Moeschberger.
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...An excellent graduate-level text for a course in survival analysis. Students will definitely find the authors' systematic treatment of topics, clear discussions and derivations, and numerous Read more...

 
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