Blossfeld, Hans-Peter Causal Analysis with Event History Data Using Stata 9781032657783

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Автор: Blossfeld, Hans-Peter
Название: Causal Analysis with Event History Data Using Stata
ISBN: 9781032657783
Издательство: Taylor&Francis
Классификация:

Методы исследований: Общие положения

Психологическая методология

ISBN-10: 1032657782
Обложка/Формат: Paperback
Страницы: 352
Вес: 0.45 кг.
Дата издания: 28.07.2025
Издание: 3 ed
Иллюстрации: 62 line drawings, black and white; 62 illustrations, black and white
Размер: 246 x 174
Основная тема: Psychological Methods & Statistics
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: This third edition of our book 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, points to useful contextual background information, gives a brief account of the underlying statistical concepts, describes the organization of input data and the application of Stata statistical procedures, and assists the reader in interpreting the content of the results obtained. Emphasizing the strengths and limitations of continuous-time event history analysis in different fields of social science applications, this book demonstrates that event history models provide a useful approach to uncover causal relation- ships or to map a system of causal relationships. In particular, this book demonstrates how long-term processes can be studied, how different forms of duration dependencies can be estimated using nonparametric, parametric and semiparametric models, and how parallel and interdependent dynamic systems can be analyzed from a causal-analytical point of view using the method of episode splitting. The book also shows how changing contextual information at the micro, meso and macro levels can be easily integrated into a dynamic analysis of longitudinal data. Finally, the book addresses the problem of unobserved heterogeneity of time-constant and time-dependent omitted variables and makes suggestions for dealing with these sometimes difficult methodological problems.Causal Analysis with Event History Data Using Stata is an invaluable resource for both novice and experienced researchers from a variety of fields (e.g. sociology, economics, political science, education, psychology, demography, epidemiology, management research and organizational studies, as well as medicine and clinical applications) who need an introductory text- book on continuous-time event history analysis and who are looking for a practical handboo
Дополнительное описание: Start viiPreface ix1 Introduction 11.1 Causal Modeling and Observation Plans 51.1.1 Cross-Sectional Data 61.1.2 Panel Data 141.1.3 Event History Data 211.2 Event History Analysis and Causal Modeling 231.2.1 Causal Explanations 231.2.2 Transition Rate Mode

Causal Analysis with Event History Data Using Stata, Blossfeld, Hans-Peter