Statistical Models and Methods for Lifetime Data (Wiley Series in Probability and Statistics) - Hardcover

Lawless, Joseph F.

Hardcover

ISBN 10: 0471085448 ISBN 13: 9780471085447

Publisher: Wiley–Blackwell, 1982

Synopsis

A unified treatment of models and statistical methods used in the analysis of lifetime or response time data. Draws together the most important, up-to-date methods used in engineering, medical and the biological sciences, including parametric, distribution-free, nonparametric, and graphical methods. Numerical illustrations and examples involving real data demonstrate the application of each method to problems in areas such as reliability, product performance evaluation, clinical trials, and experimentation in the biomedical sciences.

About this title

Review

“...a welcome addition to the literature on survival analysis...for a unified and thorough reference of classical theory and models, this book is an excellent choice.” ( Journal of the American Statistical Association, March 2004)

"This book is a role–model for other who are planning to write books...every statistician and applied researcher ought to have this book in their collection." (Journal of Statistical Computation and Simulation, October 2003)

"...expanded and updated with recent research...a valuable reference...this book...merits a place on the bookshelf of anyone concerned with the analysis of lifetime data from any field. (Technometrics, Vol. 45, No. 3, August 2003)

"...updated version of the popular text...this excellent book will serve as either a reference or a graduate–level textbook." (Short Book Reviews, Vol. 23, No. 2, August 2003)

"...excellent...provides a wealth of information for those familiar with the area." (Pharmaceutical Research, Vol. 20, No. 9, September 2003)

"...the author′s aim is to cover lifetime data analysis without concentrating exclusively on any field of applications...he succeeds quite well..." (Zentralblatt Math, 2003)

“...rewritten to reflect new developments...” (Quarterly of Applied Mathematics, Vol. LXI, No. 2, June 2003)

"Compared with the large number of other good textbooks in the this field, this is one of the best. I highly recommend that all applied statisticians add this volume to their libraries." (Applied Clinical Trials, May 2003)

“...a welcome addition to the literature on survival analysis...for a unified and thorough reference of classical theory and models, this book is an excellent choice.” ( Journal of the American Statistical Association, March 2004)

"This book is a role–model for other who are planning to write books...every statistician and applied researcher ought to have this book in their collection." (Journal of Statistical Computation and Simulation, October 2003)

"...a valuable reference...this book...merits a place on the bookshelf of anyone concerned with the analysis of lifetime data from any field. (Technometrics, Vol. 45, No. 3, August 2003)

"...updated version of the popular text...this excellent book will serve as either a reference or a graduate–level textbook." (Short Book Reviews, Vol. 23, No. 2, August 2003)

"...excellent...provides a wealth of information for those familiar with the area." (Pharmaceutical Research, Vol. 20, No. 9, September 2003)

"...the author′s aim is to cover lifetime data analysis without concentrating exclusively on any field of applications...he succeeds quite well..." (Zentralblatt Math, 2003)

“...rewritten to reflect new developments...” (Quarterly of Applied Mathematics, Vol. LXI, No. 2, June 2003)

"Compared with the large number of other good textbooks in the this field, this is one of the best. I highly recommend that all applied statisticians add this volume to their libraries." (Applied Clinical Trials, May 2003)

From the Back Cover

Praise for the First Edition

"An indispensable addition to any serious collection on lifetime data analysis and . . . a valuable contribution to the statistical literature. Highly recommended . . ."
–Choice

"This is an important book, which will appeal to statisticians working on survival analysis problems."
–Biometrics

"A thorough, unified treatment of statistical models and methods used in the analysis of lifetime data . . . this is a highly competent and agreeable statistical textbook."
–Statistics in Medicine

The statistical analysis of lifetime or response time data is a key tool in engineering, medicine, and many other scientific and technological areas. This book provides a unified treatment of the models and statistical methods used to analyze lifetime data.

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.

New and expanded coverage in this edition includes:
∗ Observation schemes for lifetime data
∗ Multiple failure modes
∗ Counting process–martingale tools
∗ Both special lifetime data and general optimization software
∗ Mixture models
∗ Treatment of interval–censored and truncated data
∗ Multivariate lifetimes and event history models
∗ Resampling and simulation methodology

Edition details

• Publisher: Wiley–Blackwell
• Publication date: 1982
• ISBN 10: 0471085448
• ISBN 13: 9780471085447
• Binding: Hardcover
• Language: English
• Number of pages: 596