Screen LibraryStatistical models and methods for lifetime data
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| Main Authors: | |
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| Published: |
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| Literature type: | eBook |
| Language: | English |
| Edition: | 2nd ed. |
| Series: |
Wiley series in probability and statistics. |
| Subjects: | |
| Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/9781118033005 |
| Carrier Form: | 1 online resource (xx, 630 p.) : ill. |
| Bibliography: | Includes bibliographical references (p. 577-610) and indexes. |
| ISBN: |
9781118033005 (electronic bk.) 1118033000 (electronic bk.) 9781118031254 (electronic bk.) 1118031253 (electronic bk.) |
| Index Number: | QA276 |
| CLC: | O212.3 |
| 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 -- Appendices A: Glossary of notation and abbreviations -- Appendices B: Asymptotic variance formulas, gamma functions, and order statistics -- Appendices C: Large-sample theory for likelihood and estimating function methods -- Appendices D: Computational methods and simulation -- Appendices E: Inference in location-scale parameter models -- Appendices F: Martingales and counting processes -- Appendices G: Data sets. |