Event History Modeling: A Guide for Social Scientists
Authors: |
Janet M. Box-Steffensmeier and Bradford S. Jones |
| Publisher: |
Cambridge University Press |
| Copyright: |
2004 |
| ISBN-13: |
978-0-521-54673-7 |
| Pages: |
232; paperback |
| Price: |
$28.50 |
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Comment from the Stata technical group
This book provides an excellent introduction to the field of survival
(duration) analysis for the social scientist. The mathematics are kept to a
bare minimum, with more emphasis on the substantive issues behind the
methods being demonstrated. Indeed, the authors are adept at explaining
even the most complex mathematical and technical concepts through
well-worded, descriptive text. Examples from the social sciences (e.g., a
duration analysis of U.N. peacekeeping missions) are distributed throughout
the text.
This text also provides an excellent survey of the current state of the art
in survival analysis, regardless of the field of application. Beginning with
the basics—hazards and survival functions, parametric models,
etc.—the discussion then extends toward advanced topics, such as
models for correlated data (frailty models) and models for multiple events,
e.g., competing risks. We highly recommend this book to researchers who are
exploring advanced topics in survival analysis for the first time, as this
text does a good job of mapping out the available methods and distinguishing
between alternative new methods for analyzing the same types of data. The
bibliography is also quite thorough.
Table of contents
Preface
1. Event History and Social Science
2. The Logic of Event History Analysis
3. Parametric Models for Single-Spell Duration
4. The Cox Proportional Hazards Model
5. Models for Discrete Data
6. Issues in Model Selection
7. Inclusion of Time-Varying Covariates
8. Diagnostic Methods for the Event History Model
9. Some Modeling Strategies for Unobserved Heterogeneity
10. Models for Multiple Events
11. The Social Sciences and Event History
Appendix: Software for Event History Analysis
References
Index
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