| Description |
xiv, 502 pages : illustrations ; 25 cm |
| Series |
Statistics for biology and health |
|
Statistics for biology and health.
|
| Contents |
Ch. 1. Examples of Survival Data -- Ch. 2. Basic Quantities and Models -- Ch. 3. Censoring and Truncation -- Ch. 4. Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data -- Ch. 5. Estimation of Basic Quantities for Other Sampling Schemes -- Ch. 6. Topics in Univariate Estimation -- Ch. 7. Hypothesis Testing -- Ch. 8. Semiparametric Proportional Hazards Regression with Fixed Covariates -- Ch. 9. Refinements of the Semiparametric Proportional Hazards Model -- Ch. 10. Additive Hazards Regression Models -- Ch. 11. Regression Diagnostics -- Ch. 12. Inference for Parametric Regression Models -- Ch. 13. Multivariate Survival Analysis -- App. A. Numerical Techniques for Maximization -- App. B. Large-Sample Tests Based on Likelihood Theory |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Clinical trials -- Statistical methods.
|
|
Failure time data analysis.
|
|
Survival analysis (Biometry)
|
| Author |
Moeschberger, Melvin L.
|
| LC no. |
96009006 |
| ISBN |
0387948295 (alk. paper) |
|
