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Epidemiology --- Data Interpretation, Statistical --- Epidemiologic Methods --- Statistical methods --- Data Interpretation, Statistical. --- Epidemiologic Methods. --- 614.4 --- -ABB9205 --- 10.02.a --- Diseases --- Public health --- Epidemiologic Method --- Epidemiological Methods --- Methods, Epidemiologic --- Epidemiological Method --- Method, Epidemiologic --- Method, Epidemiological --- Methods, Epidemiological --- 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 --- Sociale hygiëne. Epidemiologie--(volksgezondheid) --- Statistieken ; Algemeen --- methods --- Statistical methods. --- Epidemiology - Statistical methods. --- Epidemiology - Statistical methods

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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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"An Introduction to Statistics and Data Analysis Using Stata® : From Research Design to Final Report provides a step-by-step introduction for statistics, data analysis, and research methods classes using Stata software. Concise descriptions emphasize the concepts behind statistics rather than the derivations of the formulas. With real-world examples from a variety of disciplines and extensive detail on the commands in Stata, this text provides an integrated approach to research design, statistical analysis, and report writing for social science students. Chapters start with a summary table that identifies a research hypothesis, the appropriate statistical test, the assumptions, and the Stata code, giving students key information in an easy-to-use format. News articles illustrate the application of the statistical technique to real-world data and research. Tables listing research questions and hypotheses drawn from six social science disciplines demonstrate the range of possible applications of a statistical method. Examples of statistical methods using real data from the Admitted Student Questionnaire, General Social Survey, the National Survey on Drug Use and Health, and the School Survey on Crime and Safety. Stata functions are displayed in both code and menus to show students the links between the two ways to use Stata. Instructor materials include a set of week-by-week instructions to involve students in a group project in which they implement a survey, analyze the data, and report on the results, based on a topic of their choice. More than 50 homework and test questions (with full answer keys for instructors) help students learn data analysis skills and writing through practice on current data sets that cover college characteristics, admitted student questionnaires, social norms and opinions, drug use, and school safety."--taken from back cover.

Social sciences --- Quantitative research --- Statistical methods --- Computer programs --- Stata --- Statistics as Topic --- Data Analysis --- Electronic Data Processing --- Software --- Research Design --- Models, Statistical --- Data Interpretation, Statistical --- Writing --- 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 --- 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 --- Data Adjustment --- Data Reporting --- Design, Experimental --- Designs, Experimental --- Error Sources --- Experimental Designs --- Matched Groups --- Methodology, Research --- Problem Formulation --- Research Methodology --- Research Proposal --- Research Strategy --- Research Technics --- Research Techniques --- Scoring Methods --- Experimental Design --- Adjustment, Data --- Adjustments, Data --- Data Adjustments --- Design, Research --- Designs, Research --- Error Source --- Formulation, Problem --- Formulations, Problem --- Group, Matched --- Groups, Matched --- Matched Group --- Method, Scoring --- Methods, Scoring --- Problem Formulations --- Proposal, Research --- Proposals, Research --- Reporting, Data --- Research Designs --- Research Proposals --- Research Strategies --- Research Technic --- Research Technique --- Scoring Method --- Source, Error --- Sources, Error --- Strategies, Research --- Strategy, Research --- Technic, Research --- Technics, Research --- Technique, Research --- Techniques, Research --- Research --- Clinical Trials Data Monitoring Committees --- Computer Applications Software --- Computer Programs and Programming --- Computer Software Applications --- Computer Programs --- Computer Software --- Software Engineering --- Software Tools --- Application, Computer Software --- Applications Software, Computer --- Applications Softwares, Computer --- Applications, Computer Software --- Computer Applications Softwares --- Computer Program --- Computer Software Application --- Engineering, Software --- Program, Computer --- Programs, Computer --- Software Application, Computer --- Software Applications, Computer --- Software Tool --- Software, Computer --- Software, Computer Applications --- Softwares, Computer Applications --- Tool, Software --- Tools, Software --- Search Engine --- Information Processing --- Automatic Data Processing --- Bar Codes --- Computer Data Processing --- Data Processing, Automatic --- Information Processing, Automatic --- Optical Readers --- Automatic Information Processing --- Bar Code --- Codes, Bar --- Data Processing, Computer --- Data Processing, Electronic --- Optical Reader --- Processing, Automatic Data --- Processing, Automatic Information --- Processing, Computer Data --- Processing, Electronic Data --- Processing, Information --- Computers --- Analyses, Data --- Analysis, Data --- Data Analyses --- Data analysis (Quantitative research) --- Exploratory data analysis (Quantitative research) --- Quantitative analysis (Research) --- Quantitative methods (Research) --- Statistical methods&delete& --- methods --- Stata. --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Literacy --- #SBIB:303H4 --- #SBIB:303H510 --- Informatica in de sociale wetenschappen --- Methoden sociale wetenschappen: statistische technieken, algemeen --- Social sciences - Statistical methods - Computer programs --- Quantitative research - Computer programs