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Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications is based on a decade of the authors’ collaborative work in age-period-cohort (APC) analysis. Within a single, consistent HAPC-GLMM statistical modeling framework, the authors synthesize APC models and methods for three research designs: age-by-time period tables of population rates or proportions, repeated cross-section sample surveys, and accelerated longitudinal panel studies. The authors show how the empirical application of the models to various problems leads to many fascinating findings on how outcome variables develop along the age, period, and cohort dimensions. The book makes two essential contributions to quantitative studies of time-related change. Through the introduction of the GLMM framework, it shows how innovative estimation methods and new model specifications can be used to tackle the "model identification problem" that has hampered the development and empirical application of APC analysis. The book also addresses the major criticism against APC analysis by explaining the use of new models within the GLMM framework to uncover mechanisms underlying age patterns and temporal trends. Encompassing both methodological expositions and empirical studies, this book explores the ways in which statistical models, methods, and research designs can be used to open new possibilities for APC analysis. It compares new and existing models and methods and provides useful guidelines on how to conduct APC analysis. For empirical illustrations, the text incorporates examples from a variety of disciplines, such as sociology, demography, and epidemiology. Along with details on empirical analyses, software and programs to estimate the models are available on the book’s web page.
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Subjects
Age groups, Probability & statisticsShowing 7 featured editions. View all 7 editions?
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1
Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications
2023, Taylor & Francis Group
in English
1032477504 9781032477503
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2
Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications
2016, Taylor & Francis Group
in English
1466507535 9781466507531
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3
Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications
2016, Taylor & Francis Group
in English
1000219216 9781000219210
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4
Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications
2016, Taylor & Francis Group
in English
1000218732 9781000218732
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5
Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications
2016, Taylor & Francis Group
in English
0429096208 9780429096204
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August 22, 2020 | Created by ImportBot | import new book |