A Practical Guide to Age-Period-Cohort Analysis

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Author :
Publisher : CRC Press
ISBN 13 : 1351644149
Total Pages : 235 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis A Practical Guide to Age-Period-Cohort Analysis by : Wenjiang Fu

Download or read book A Practical Guide to Age-Period-Cohort Analysis written by Wenjiang Fu and published by CRC Press. This book was released on 2018-04-27 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Age-Period-Cohort analysis has a wide range of applications, from chronic disease incidence and mortality data in public health and epidemiology, to many social events (birth, death, marriage, etc) in social sciences and demography, and most recently investment, healthcare and pension contribution in economics and finance. Although APC analysis has been studied for the past 40 years and a lot of methods have been developed, the identification problem has been a major hurdle in analyzing APC data, where the regression model has multiple estimators, leading to indetermination of parameters and temporal trends. A Practical Guide to Age-Period Cohort Analysis: The Identification Problem and Beyond provides practitioners a guide to using APC models as well as offers graduate students and researchers an overview of the current methods for APC analysis while clarifying the confusion of the identification problem by explaining why some methods address the problem well while others do not. Features · Gives a comprehensive and in-depth review of models and methods in APC analysis. · Provides an in-depth explanation of the identification problem and statistical approaches to addressing the problem and clarifying the confusion. · Utilizes real data sets to illustrate different data issues that have not been addressed in the literature, including unequal intervals in age and period groups, etc. Contains step-by-step modeling instruction and R programs to demonstrate how to conduct APC analysis and how to conduct prediction for the future Reflects the most recent development in APC modeling and analysis including the intrinsic estimator Wenjiang Fu is a professor of statistics at the University of Houston. Professor Fu’s research interests include modeling big data, applied statistics research in health and human genome studies, and analysis of complex economic and social science data.

A Practical Guide to Age-Period Cohort Analysis Using R

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Author :
Publisher : Chapman and Hall/CRC
ISBN 13 : 9781466592650
Total Pages : 350 pages
Book Rating : 4.5/5 (926 download)

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Book Synopsis A Practical Guide to Age-Period Cohort Analysis Using R by : Wenjiang Fu

Download or read book A Practical Guide to Age-Period Cohort Analysis Using R written by Wenjiang Fu and published by Chapman and Hall/CRC. This book was released on 2016-02-15 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: A popular and efficient tool to analyze grouped data of a certain event, APC analysis is used in a range of application areas, including public health, social science, demography, and economics. This book first describes the basic graphic presentation and modeling of APC data using R. Taking a more theoretical point of view, it then presents various methods for addressing the complex identification problem. Appendices cover the necessary background material.

Age-Period-Cohort Analysis

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Author :
Publisher : CRC Press
ISBN 13 : 1000218732
Total Pages : 355 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Age-Period-Cohort Analysis by : Yang Yang

Download or read book Age-Period-Cohort Analysis written by Yang Yang and published by CRC Press. This book was released on 2016-04-19 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the ways in which statistical models, methods, and research designs can be used to open new possibilities for 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. They 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.

Age, Period and Cohort Effects

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Author :
Publisher : Routledge
ISBN 13 : 0429616279
Total Pages : 245 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Age, Period and Cohort Effects by : Andrew Bell

Download or read book Age, Period and Cohort Effects written by Andrew Bell and published by Routledge. This book was released on 2020-11-05 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Age, Period and Cohort Effects: Statistical Analysis and the Identification Problem gives a number of perspectives from top methodologists and applied researchers on the best ways to attempt to answer Age–Period–Cohort related questions about society. Age–Period–Cohort (APC) analysis is a fundamental topic for any quantitative social scientist studying individuals over time. At the same time, it is also one of the most misunderstood and underestimated topics in quantitative methods. As such, this book is key reference material for researchers wanting to know how to deal with APC issues appropriately in their statistical modelling. It deals with the identification problem caused by the co-linearity of the three variables, considers why some currently used methods are problematic and suggests ideas for what applied researchers interested in APC analysis should do. Whilst the perspectives are varied, the book provides a unified view of the subject in a reader-friendly way that will be accessible to social scientists with a moderate level of quantitative understanding, across the social and health sciences.

Age-Period-Cohort Analysis

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Publisher :
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.:/5 (114 download)

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Book Synopsis Age-Period-Cohort Analysis by : Yang Yang

Download or read book Age-Period-Cohort Analysis written by Yang Yang and published by . This book was released on 2016 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 populati.

Age-Period-Cohort Models

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Author :
Publisher : CRC Press
ISBN 13 : 1466551534
Total Pages : 220 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Age-Period-Cohort Models by : Robert O'Brien

Download or read book Age-Period-Cohort Models written by Robert O'Brien and published by CRC Press. This book was released on 2014-08-19 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop a Deep Understanding of the Statistical Issues of APC Analysis Age–Period–Cohort Models: Approaches and Analyses with Aggregate Data presents an introduction to the problems and strategies for modeling age, period, and cohort (APC) effects for aggregate-level data. These strategies include constrained estimation, the use of age and/or period and/or cohort characteristics, estimable functions, variance decomposition, and a new technique called the s-constraint approach. See How Common Methods Are Related to Each Other After a general and wide-ranging introductory chapter, the book explains the identification problem from algebraic and geometric perspectives and discusses constrained regression. It then covers important strategies that provide information that does not directly depend on the constraints used to identify the APC model. The final chapter presents a specific empirical example showing that a combination of the approaches can make a compelling case for particular APC effects. Get Answers to Questions about the Relationships of Ages, Periods, and Cohorts to Important Substantive Variables This book incorporates several APC approaches into one resource, emphasizing both their geometry and algebra. This integrated presentation helps researchers effectively judge the strengths and weaknesses of the methods, which should lead to better future research and better interpretation of existing research.

Recognizing Rural Ministry

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Publisher : Wipf and Stock Publishers
ISBN 13 : 1666749230
Total Pages : 197 pages
Book Rating : 4.6/5 (667 download)

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Book Synopsis Recognizing Rural Ministry by : Carl P. Greene

Download or read book Recognizing Rural Ministry written by Carl P. Greene and published by Wipf and Stock Publishers. This book was released on 2022-09-27 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rural ministry can be a frustrating endeavor. Traditional metrics of success are misleading and anecdotal, one-size-fits-all approaches which often fall flat in the field. In Recognizing Rural Ministry, Carl Greene uses his research to suggest tools to customize your ministry to your community and effectively engage often-overlooked mission fields. These tools come from data-driven academic research presented through the lens of the author's lived experience as a dairy farmer, rural pastor, hospice chaplain, rural layperson, rural policy advocate, and administrator of a network of churches. The book is intended for rural ministry practitioners who want to use current scholarship to better examine the complexity and diversity of rural contexts. The book engages with the rural ministry impact of cultural phenomena such as the rise of the “Spiritual but Not Religious” (SBNR) phenomenon and “early old age” (EOA) demographics. The text also addresses key theories surrounding rural subcultures, demographic tools available to describe rural communities, and the shaping influence of rural community rituals on religiosity. Intended for pastors, seminarians, college students, and rural laypersons who are passionate about adding to their toolbox of rural ministry assessment.

A Life Course Perspective on Health Trajectories and Transitions

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Author :
Publisher : Springer
ISBN 13 : 331920484X
Total Pages : 215 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis A Life Course Perspective on Health Trajectories and Transitions by : Claudine Burton-Jeangros

Download or read book A Life Course Perspective on Health Trajectories and Transitions written by Claudine Burton-Jeangros and published by Springer. This book was released on 2015-08-11 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book examines health trajectories and health transitions at different stages of the life course, including childhood, adulthood and later life. It provides findings that assess the role of biological and social transitions on health status over time. The essays examine a wide range of health issues, including the consequences of military service on body mass index, childhood obesity and cardiovascular health, socio-economic inequalities in preventive health care use, depression and anxiety during the child rearing period, health trajectories and transitions in people with cystic fibrosis and oral health over the life course. The book addresses theoretical, empirical and methodological issues as well as examines different national contexts, which help to identify factors of vulnerability and potential resources that support resilience available for specific groups and/or populations. Health reflects the ability of individuals to adapt to their social environment. This book analyzes health as a dynamic experience. It examines how different aspects of individual health unfold over time as a result of aging but also in relation to changing socioeconomic conditions. It also offers readers potential insights into public policies that affect the health status of a population.

Applied Longitudinal Data Analysis for Epidemiology

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Publisher : Cambridge University Press
ISBN 13 : 110703003X
Total Pages : 337 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Applied Longitudinal Data Analysis for Epidemiology by : Jos W. R. Twisk

Download or read book Applied Longitudinal Data Analysis for Epidemiology written by Jos W. R. Twisk and published by Cambridge University Press. This book was released on 2013-05-09 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.

Longitudinal Data Analysis

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Publisher : Routledge
ISBN 13 : 1136705473
Total Pages : 407 pages
Book Rating : 4.1/5 (367 download)

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Book Synopsis Longitudinal Data Analysis by : Jason Newsom

Download or read book Longitudinal Data Analysis written by Jason Newsom and published by Routledge. This book was released on 2013-06-19 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from major longitudinal data sets including practical information about their content and design. Illustrations from popular software packages offer tips on how to interpret the results. Each chapter features suggested readings for additional study and a list of articles that further illustrate how to implement the analysis and report the results. Syntax examples for several software packages for each of the chapter examples are provided at www.psypress.com/longitudinal-data-analysis. Although many of the examples address health or social science questions related to aging, readers from other disciplines will find the analyses relevant to their work. In addition to demonstrating statistical analysis of longitudinal data, the book shows how to interpret and analyze the results within the context of the research design. The methods covered in this book are applicable to a range of applied problems including short- to long-term longitudinal studies using a range of sample sizes. The book provides non-technical, practical introductions to the concepts and issues relevant to longitudinal analysis. Topics include use of publicly available data sets, weighting and adjusting for complex sampling designs with longitudinal studies, missing data and attrition, measurement issues related to longitudinal research, the use of ANOVA and regression for average change over time, mediation analysis, growth curve models, basic and advanced structural equation models, and survival analysis. An ideal supplement for graduate level courses on data analysis and/or longitudinal modeling taught in psychology, gerontology, public health, human development, family studies, medicine, sociology, social work, and other behavioral, social, and health sciences, this multidisciplinary book will also appeal to researchers in these fields.

Learn about Age Period Cohort (APC) Analysis in Survey Data in SPSS with Data from the General Social Survey (2008)

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Publisher :
ISBN 13 : 9781526484369
Total Pages : pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Learn about Age Period Cohort (APC) Analysis in Survey Data in SPSS with Data from the General Social Survey (2008) by : Abigail-Kate Reid

Download or read book Learn about Age Period Cohort (APC) Analysis in Survey Data in SPSS with Data from the General Social Survey (2008) written by Abigail-Kate Reid and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This SAGE Research Methods Dataset example provides an introduction to the concepts behind Age Period Cohort (APC) analysis and some basic methods for carrying it out using longitudinal data. APC is a framework for analysing change. In this example, we use the case of confidence in the press and how this has changed in the US between 1990 and 2008. We show some basic ways to analyse these changes that can help us understand the kinds of dynamic social processes at work and point out the limitations of these methods, using data from the General Social Survey (GSS). The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for SPSS.

Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the General Social Survey (2008)

Download Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the General Social Survey (2008) PDF Online Free

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Publisher :
ISBN 13 : 9781526496355
Total Pages : pages
Book Rating : 4.4/5 (963 download)

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Book Synopsis Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the General Social Survey (2008) by : Abigail-Kate Reid

Download or read book Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the General Social Survey (2008) written by Abigail-Kate Reid and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This SAGE Research Methods Dataset example provides an introduction to the concepts behind Age Period Cohort (APC) analysis and some basic methods for carrying it out using longitudinal data. APC is a framework for analysing change. In this example, we use the case of confidence in the press and how this has changed in the US between 1990 and 2008. We show some basic ways to analyse these changes that can help us understand the kinds of dynamic social processes at work and point out the limitations of these methods, using data from the General Social Survey (GSS). The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for R.

Epidemiological Studies: A Practical Guide

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Publisher : Oxford University Press
ISBN 13 : 0192546317
Total Pages : 305 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis Epidemiological Studies: A Practical Guide by : Alan J. Silman

Download or read book Epidemiological Studies: A Practical Guide written by Alan J. Silman and published by Oxford University Press. This book was released on 2018-10-18 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: To successfully conduct an epidemiological study, academic subject knowledge must be combined with careful consideration of the practical elements involved. From an academic perspective, insights into the basis of epidemiology, the concepts behind how we study diseases, and the challenges and limitations of the results that emerge are prioritised. However, the success of the academic analysis depends on how, when, and where the data used is collected. Epidemiological Studies: A Practical Guide focuses on the practical challenges of epidemiological data collection. Essential topics, such as how to choose the population to study, how to maximise participation and retention, and how to frame questions so that subjects provide the information required, are the core of the material presented. The book explains the skills needed to conduct a study where data is collected and presented accurately, and in appropriate formats. In addition to presenting a step-by-step guide to epidemiological investigations, the chapters in the book are accompanied by examples of how to phrase the letters and forms needed for each stage of conducting a study. Focusing on measurement, study designs, statistics, methodological issues, and key skills, the book provides a valuable background to epidemiological study. With detailed tables and figures, a clear chapter outline, and a straightforward index, the information presented is easily accessible and can quickly be applied to the reader's own work. Extensively revised, this new edition includes updates on case-crossover, Mendelian randomisation, and case-cohort. New chapters have been added to reflect the areas a student is now likely to encounter in an introductory epidemiological course, such as evidence synthesis, use of routine data, association or causation, feasibility, and pilot studies. Epidemiological Studies: A Practical Guide is ideal for students in epidemiology, public health, health research, and health services research. It is also highly relevant to post-graduate research students, and early stage clinical and non-clinical researchers.

Age-period-cohort Analysis

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Author :
Publisher :
ISBN 13 :
Total Pages : 202 pages
Book Rating : 4.:/5 (19 download)

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Book Synopsis Age-period-cohort Analysis by : Cheng-Hsiang Lin

Download or read book Age-period-cohort Analysis written by Cheng-Hsiang Lin and published by . This book was released on 1988 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new approach offers a general method to analyze the age-period-cohort data without using any arbitrary constraint in the model.

Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the European Social Survey (2016)

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Author :
Publisher :
ISBN 13 : 9781526496140
Total Pages : pages
Book Rating : 4.4/5 (961 download)

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Book Synopsis Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the European Social Survey (2016) by : Abigail-Kate Reid

Download or read book Learn about Age Period Cohort (APC) Analysis in Survey Data in R with Data from the European Social Survey (2016) written by Abigail-Kate Reid and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This SAGE Research Methods Dataset example provides an introduction to the concepts behind Age Period Cohort (APC) analysis and some basic methods for carrying it out using longitudinal data. In this example, we use the case of attitudes towards the lifestyles of gay and lesbian citizens and how these have changed in the UK between 2002 and 2014. We show some basic ways to analyse these changes that can help us understand the kinds of dynamic social processes at work and point out the limitations of these methods, using data from the European Social Survey (ESS). The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for R.

Age-period-cohort Analysis

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Publisher :
ISBN 13 : 9781529749540
Total Pages : pages
Book Rating : 4.7/5 (495 download)

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Book Synopsis Age-period-cohort Analysis by : Stuart Fox

Download or read book Age-period-cohort Analysis written by Stuart Fox and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Age-Period-Cohort Models

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Author :
Publisher : Chapman & Hall
ISBN 13 : 9781466514720
Total Pages : 250 pages
Book Rating : 4.5/5 (147 download)

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Book Synopsis Age-Period-Cohort Models by : Bendix Carstensen

Download or read book Age-Period-Cohort Models written by Bendix Carstensen and published by Chapman & Hall. This book was released on 2014-08-15 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: