A Practical Guide To Age Period Cohort Analysis Using R

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A Practical Guide To Age Period Cohort Analysis

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Author : Wenjiang Fu
language : en
Publisher: CRC Press
Release Date : 2018-04-27

A Practical Guide To Age Period Cohort Analysis written by Wenjiang Fu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-27 with Mathematics categories.

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 : Wenjiang Fu
language : en
Publisher: Chapman and Hall/CRC
Release Date : 2016-02-15

A Practical Guide To Age Period Cohort Analysis Using R written by Wenjiang Fu and has been published by Chapman and Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-15 with Mathematics categories.

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.

A Practical Guide To Age Period Cohort Analysis Using R

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Author : Wenjiang Fu
language : en
Publisher:
Release Date : 2017

A Practical Guide To Age Period Cohort Analysis Using R written by Wenjiang Fu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Electronic books categories.

"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."--Provided by publisher.

Thirty Years After The Berlin Wall

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Author : Ayline Heller
language : en
Publisher: Taylor & Francis
Release Date : 2024-03-29

Thirty Years After The Berlin Wall written by Ayline Heller and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Social Science categories.

This book examines the increasing body of research dedicated to the lasting differences between the former separate states of the Federal German Republic (FRG) and the German Democratic Republic (GDR). Thirty years after the fall of the Berlin Wall, it takes a broad view on German unification and transformation research. Transformation and unification processes in East and West Germany are still ongoing, and they may serve as a model for social change and its political, economic, and psychological consequences. Using advanced statistical methods of analysis, this edited volume provides insights into the valuable contextualization of individual and social phenomena that current research on German unification and transformation is producing. Following the open science mindset using code and data, the authors investigate temporal trends in (1) mental health, (2) political attitudes, and (3) work and family life. It explores changes in mental health and political attitudes, as well as continued differences in work and family arrangements, that may stem from heterogeneous experiences within the systems and during the transformation process. This book will appeal to scholars and students from the disciplines of sociology, political science, public health, social psychology, psychology, and communication science interested in postsocialist transition processes and temporal changes in individuals and societies.

Applied Longitudinal Data Analysis For Epidemiology

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Author : Jos W. R. Twisk
language : en
Publisher: Cambridge University Press
Release Date : 2013-05-09

Applied Longitudinal Data Analysis For Epidemiology written by Jos W. R. Twisk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-09 with Medical categories.

A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.

Applied Longitudinal Data Analysis For Medical Science

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Author : Jos W. R. Twisk
language : en
Publisher: Cambridge University Press
Release Date : 2023-04-27

Applied Longitudinal Data Analysis For Medical Science written by Jos W. R. Twisk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-27 with Medical categories.

Essential for non-statisticians and researchers working with longitudinal data from medical studies, this updated new edition discusses the most important techniques available for analysing data of this type. Using non-technical language, the book explores simple methods such as the paired t-test and summary statistics as well as more sophisticated regression-based methods, including mixed model analysis. The emphasis of the discussion lies in the interpretation of the results of these different methods, covering data analysis with continuous, dichotomous, categorical and other outcome variables. Datasets used throughout the book are provided, enabling readers to re-analyse the examples as they make their way through chapters and improve their understanding of the material. Finally, an extensive and practical overview of, and comparison between, different software packages is provided. Readers will be able to use this book as a practical manual in their everyday work without needing a strong background in statistics.

Recognizing Rural Ministry

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Author : Carl P. Greene
language : en
Publisher: Wipf and Stock Publishers
Release Date : 2022-09-27

Recognizing Rural Ministry written by Carl P. Greene and has been published by Wipf and Stock Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-27 with Social Science categories.

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.

Age Period And Cohort Effects

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Author : Andrew Bell
language : en
Publisher: Routledge
Release Date : 2020-11-05

Age Period And Cohort Effects written by Andrew Bell and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-05 with Psychology categories.

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.

Cannabis

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Author : Michał Wanke
language : en
Publisher: Taylor & Francis
Release Date : 2024-06-14

Cannabis written by Michał Wanke and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Social Science categories.

This book demonstrates how culture matters for the understanding of cannabis use. It stems from the growing body of research on how users manoeuvre stigmatisation and celebrate the subcultural status of cannabis amid rapid transformation of the substance and its societal reception. The volume presents international studies that challenge the normalisation thesis and simplified views on patterns of use, as well as the Western bias in social research of cannabis. Chapters in this book map the variability of cannabis cultures and markets on a global scale including digital, regulated and illicit markets in transformation. They study cannabis through stigmatisation, gender, social worlds, symbolic boundaries, subcultures, and identity work. The chapters address diverse themes, such as how Latvian, Polish, Nigerian or Mexican users negotiate mainstream conservative, and sometimes gendered societal reactions to cannabis - and how Nordic users’ identities are played out in more progressive contexts. Chapters also cover cannabis use by older people and small growers’ cultures in the US and the interconnections between the established cultures and their digital augmentation in Australia. Synthetic cannabis use is studied in New Zealand and the many contradictions of contemporary cannabis policies are highlighted throughout. Taken together, this book offers an assortment of studies that provide a descriptive and conceptual snapshot of ongoing transitions of paradoxically stable cannabis cultures. It was originally published as a special issue of Drugs: Education, Prevention and Policy.

Lifestyle Medicine Third Edition

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Author : James M. Rippe
language : en
Publisher: CRC Press
Release Date : 2019-04-17

Lifestyle Medicine Third Edition written by James M. Rippe and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-17 with Health & Fitness categories.

The field of lifestyle medicine, which is the study of how daily habits and actions impact on both short- and long-term health and quality of life, continues to expand globally. The scientific and medical literature that supports the success of these lifestyle habits and actions is now overwhelming. Thousands of studies provide evidence that regular physical activity, maintenance of a health body weight, following sound nutritional practices, stress reduction, and other good practices all profoundly impact both health and quality of life. Following its predecessors, Lifestyle Medicine, Third Edition, is edited by lifestyle medicine pioneer, cardiologist Dr. James Rippe. This edition has been thoroughly updated and represents the expert opinions of 20 section editors as well as more than 150 expert chapter authors whose knowledge span all aspects of this emerging discipline. Topics cover lifestyle medicine practices including regular physical activity, proper nutrition, and weight management. These principles are applied to the prevention and or treatment of a wide variety of chronic conditions ranging from heart disease and diabetes to cancer, mental health, addiction, and injury prevention. This book serves as evidence base for individuals who wish to practice lifestyle medicine or incorporate some of its principles into either general medicine or subspecialty practice. It provides valuable information to healthcare workers in the fields of nutrition, exercise physiology, psychology, behavioral medicine, health promotion, and public policy where lifestyle medicine principles play an ever-increasing role.