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In this book the most important techniques available for longitudinal data analysis are discussed. This discussion includes simple techniques such as the paired t-test and summary statistics, but also more sophisticated techniques such as generalised estimating equations and random coefficient analysis. A distinction is made between longitudinal analysis with continuous, dichotomous, and categorical outcome variables. It should be stressed that the emphasis of the discussion lies on the interpretation of the different techniques and on the comparison of the results of different techniques. Furthermore, special chapters will deal with the analysis of two measurements, experimental studies and the problem of missing data in longitudinal studies. Finally, an extensive overview of (and a comparison between) different software packages is provided. It is important to realise that this book is a practical guide and especially suitable for non-statisticians. Clearly understandable by non-statisticians Compares and contrasts different techniques and methods of analysis Illustrated with examples of real-life research questions
Epidemiology --- Diseases --- Public health --- Research --- Statistical methods. --- Epidemiologic Studies --- Longitudinal Studies --- Epidemiologic Studies. --- Data Interpretations, Statistical --- Interpretation, Statistical Data --- Statistical Data Analysis --- Statistical Data Interpretation --- Data Analysis, Statistical --- Analyses, Statistical Data --- Analysis, Statistical Data --- Data Analyses, Statistical --- Interpretations, Statistical Data --- Statistical Data Analyses --- Statistical Data Interpretations --- Epidemiological Studies --- Studies, Epidemiologic --- Epidemiologic Study --- Epidemiological Study --- Studies, Epidemiological --- Study, Epidemiologic --- Study, Epidemiological --- Data Interpretation, Statistical --- Models, Statistical --- Model, Statistical --- Models, Binomial --- Models, Polynomial --- Statistical Model --- Probabilistic Models --- Statistical Models --- Two-Parameter Models --- Binomial Model --- Binomial Models --- Model, Binomial --- Model, Polynomial --- Model, Probabilistic --- Model, Two-Parameter --- Models, Probabilistic --- Models, Two-Parameter --- Polynomial Model --- Polynomial Models --- Probabilistic Model --- Two Parameter Models --- Two-Parameter Model --- Statistics as Topic --- Longitudinal Survey --- Longitudinal Study --- Longitudinal Surveys --- Studies, Longitudinal --- Study, Longitudinal --- Survey, Longitudinal --- Surveys, Longitudinal --- Research&delete& --- Statistical methods --- Mathematical statistics --- Data Interpretation, Statistical. --- Models, Statistical. --- Bogalusa Heart Study --- California Teachers Study --- Framingham Heart Study --- Jackson Heart Study --- Tuskegee Syphilis Study --- Bogalusa Heart Studies --- California Teachers Studies --- Framingham Heart Studies --- Heart Studies, Bogalusa --- Heart Studies, Framingham --- Heart Studies, Jackson --- Heart Study, Bogalusa --- Heart Study, Framingham --- Heart Study, Jackson --- Jackson Heart Studies --- Studies, Bogalusa Heart --- Studies, California Teachers --- Studies, Jackson Heart --- Study, Bogalusa Heart --- Study, California Teachers --- Syphilis Studies, Tuskegee --- Syphilis Study, Tuskegee --- Teachers Studies, California --- Teachers Study, California --- Tuskegee Syphilis Studies --- Data Collection --- Epidemiologic Methods --- methods --- WA 105 Epidemiology --- Data Collection - methods --- Epidemiology - Research - Statistical methods --- Epidemiology - Longitudinal studies --- Epidemiology - Statistical methods
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The twentieth century saw significant increases in both life expectancy and retirement rates-changes that have had dramatic impacts on nearly every aspect of society and the economy. Forecasting future trends in health and retirement rates, as we must do now, requires investigation of such long-term trends and their causes. To that end, this book draws on new data-an extensive longitudinal survey of Union Army veterans born between 1820 and 1850-to examine the factors that affected health and labor force participation in nineteenth-century America. Contributors consider the impacts of a variety of conditions-including social class, wealth, occupation, family, and community-on the morbidity and mortality of the group. The papers investigate and address a number of special topics, including the influence of previous exposure to infectious disease, migration, and community factors such as lead in water mains. They also analyze the roles of income, health, and social class in retirement decisions, paying particular attention to the social context of disability. Economists and historians who specialize in demography or labor, as well as those who study public health, will welcome the unique contributions offered by this book, which offers a clearer view than ever before of the workings and complexities of life, death, and labor during the nineteenth century.
Medical economics --- Industrial hygiene --- Older people --- Health and hygiene --- Employment --- Economics, Medical --- Occupational Health --- Environmental Exposure --- Epidemiologic Studies --- Longitudinal Studies --- Bogalusa Heart Study --- California Teachers Study --- Framingham Heart Study --- Jackson Heart Study --- Longitudinal Survey --- Tuskegee Syphilis Study --- Bogalusa Heart Studies --- California Teachers Studies --- Framingham Heart Studies --- Heart Studies, Bogalusa --- Heart Studies, Framingham --- Heart Studies, Jackson --- Heart Study, Bogalusa --- Heart Study, Framingham --- Heart Study, Jackson --- Jackson Heart Studies --- Longitudinal Study --- Longitudinal Surveys --- Studies, Bogalusa Heart --- Studies, California Teachers --- Studies, Jackson Heart --- Studies, Longitudinal --- Study, Bogalusa Heart --- Study, California Teachers --- Study, Longitudinal --- Survey, Longitudinal --- Surveys, Longitudinal --- Syphilis Studies, Tuskegee --- Syphilis Study, Tuskegee --- Teachers Studies, California --- Teachers Study, California --- Tuskegee Syphilis Studies --- Epidemiological Studies --- Studies, Epidemiologic --- Epidemiologic Study --- Epidemiological Study --- Studies, Epidemiological --- Study, Epidemiologic --- Study, Epidemiological --- Exposure, Environmental --- Environmental Exposures --- Exposures, Environmental --- Sentinel Species --- Health, Industrial --- Hygiene, Industrial --- Safety, Occupational --- Employee Health --- Industrial Health --- Industrial Hygiene --- Occupational Safety --- Health, Employee --- Health, Occupational --- Medical Economics --- Medicine --- adverse effects --- economics --- E-books --- 332.691 --- 332.822 --- 368.42 --- AA / International- internationaal --- US / United States of America - USA - Verenigde Staten - Etats Unis --- Evolutie van de arbeidsmarkt --- Beroepsziekten. Invaliditeit --- Ziekte- en invaliditeitsverzekering. Ziekenfondsen --- healthcare, wellness, workforce, workers, laborer, history, historical, academic, scholarly, research, 20th century, contemporary, modern, present day, life expectancy, daily, retirement, change, society, social, economy, economics, finance, wealth, income, trends, future, data, longitudinal, survey, study, veterans, army, american, america, united states, usa, 1800s, class, occupation, demographics.
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