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Statistical models and methods for lifetime data / Jerald F. Lawless.

By: Lawless, Jerald F, 1944-.
Material type: TextTextSeries: Wiley series in probability and statistics. Publisher: Hoboken, N.J. : Wiley-Interscience, c2003Edition: 2nd ed.Description: xx, 630 p. : ill. ; 25 cm.ISBN: 0471372153 (acidfree paper); 9780471372158.Subject(s): Failure time data analysis | Survival analysis (Biometry)DDC classification: 519.5 Online resources: Contributor biographical information | Publisher description | Table of contents | WorldCat Details | E-book Fulltext
Contents:
Table of contents Basic concepts and models -- Observation schemes, censoring and likelihood -- Some nonparametric and graphical procedures -- Inference procedures for parametric models -- Inference procedures for log-location-scale distributions -- Parametric regression models -- Semiparametric multiplicative hazards regression models -- Rank-type and other semiparametric procedures for log-location-scale models -- Multiple modes of failure -- Goodness of fit tests -- Beyond univariate survival analysis -- Appendix A. Glossary of notation and abbreviations -- Appendix B. Asymptotic variance formulas, gamma functions and order statistics -- Appendix C. Large sample theory for likelihood and estimating function methods -- Appendix D. Computational methods and simulation -- Appendix E. Inference in location-scale parameter models -- Appendix F. Martingales and counting processes -- Appendix G. Data sets.
Summary: Summary: "Equally useful as a reference for individuals interested in the analysis of lifetime data and as a text for advanced students, Statistical Models and Methods for Lifetime Data, Second Edition provides broad coverage of the area without concentrating on any single field of application. Extensive illustrations and examples drawn from engineering and the biomedical sciences provide readers with a clear understanding of key concepts."--BOOK JACKET.
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Non-fiction 519.5 LAS 2003 (Browse shelf) Not For Loan
Text Text EWU Library
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Non-fiction 519.5 LAS 2003 (Browse shelf) C-1 Not For Loan 25725
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Non-fiction 519.5 LAS 2003 (Browse shelf) C-2 Available 25865
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Includes bibliographical references (p. 577-610) and indexes.

Table of contents Basic concepts and models --
Observation schemes, censoring and likelihood --
Some nonparametric and graphical procedures --
Inference procedures for parametric models --
Inference procedures for log-location-scale distributions --
Parametric regression models --
Semiparametric multiplicative hazards regression models --
Rank-type and other semiparametric procedures for log-location-scale models --
Multiple modes of failure --
Goodness of fit tests --
Beyond univariate survival analysis --
Appendix A. Glossary of notation and abbreviations --
Appendix B. Asymptotic variance formulas, gamma functions and order statistics --
Appendix C. Large sample theory for likelihood and estimating function methods --
Appendix D. Computational methods and simulation --
Appendix E. Inference in location-scale parameter models --
Appendix F. Martingales and counting processes --
Appendix G. Data sets.

Summary:
"Equally useful as a reference for individuals interested in the analysis of lifetime data and as a text for advanced students, Statistical Models and Methods for Lifetime Data, Second Edition provides broad coverage of the area without concentrating on any single field of application. Extensive illustrations and examples drawn from engineering and the biomedical sciences provide readers with a clear understanding of key concepts."--BOOK JACKET.

Applied Statistics

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