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Event history analysis with Stata

서명/저자사항
Event history analysis with Stata
판사항
Second edition
개인저자
Blossfeld, Hans-Peter author | Rohwer, Go?tz author | Schneider, Thorsten author
발행사항
London ; New York : Routledge, Taylor & Francis Group, 2019.
형태사항
x, 352 pages : illustrations ; 23 cm.
ISBN
9781138070851
주기사항
Revised edition of Event history analysis, 1989 Includes bibliographical references (p. 320-343) and index(p. [347]-352)
소장정보
위치등록번호청구기호 / 출력상태반납예정일
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자료실WM020971대출중2025.06.12
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책 소개

Nowadays, event history analysis can draw on a well-established set of statistical tools for the description and causal analysis of event history data. The second edition of Event History Analysis with Stata provides an updated introduction to event history modeling, along with many instructive Stata examples.

Using the latest Stata software, each of these practical examples develops a research question, refers to useful substantive background information, gives a short exposition of the underlying statistical concepts, describes the organization of the input data and the application of the statistical Stata procedures, and assists the reader in performing a substantive interpretation of the obtained results. Emphasising the strengths and limitations of event history model techniques in each field of application, this book demonstrates that event history models provide a useful approach with which to uncover causal relationships or to map out a system of causal relations. It demonstrates how long-term processes can be studied and how changing context information on the micro, meso, and macro levels can be integrated easily into a dynamic analysis of longitudinal data.

Event History Analysis with Stata is an invaluable resource for both novice students and researchers who need an introductory textbook and experienced researchers (from sociology, economics, political science, pedagogy, psychology, or demography) who are looking for a practical handbook for their research.



This volume provides an introduction to event history models using Stata, a widely used and powerful statistical program that provides tools for data analysis.



목차

Preface

  1. Introduction
  2. Event History Data Structures
  3. Nonparametric Descriptive Methods
  4. Exponential Transition Rate Models
  5. Piecewise Constant Exponential Models
  6. Exponential Models with Time-Dependent Covariates
  7. Parametric Models of Time Dependence
  8. Methods to Check Parametric Assumptions
  9. Semiparametric Transition Rate Models
  10. Problems of Model Specification
  11. Introduction to Sequence Analysis by Brendan Halpin
  12. Appendix: Exercises
  13. References
  14. About the Authors
  15. Index