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Mathematical statistics --- Statistique mathématique --- Statistiek. --- Statistik. --- Zeitschrift. --- Taiwan. --- Statistische Methode. --- Statistische Methodenlehre. --- Theorie. --- Statistics as Topic --- 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 --- Area Analysis --- Correlation Studies --- Correlation Study --- Correlation of Data --- Data Analysis --- Estimation Technics --- Estimation Techniques --- Indirect Estimation Technics --- Indirect Estimation Techniques --- Multiple Classification Analysis --- Service Statistics --- Statistical Study --- Statistics, Service --- Tables and Charts as Topic --- Analyses, Area --- Analyses, Data --- Analyses, Multiple Classification --- Analysis, Area --- Analysis, Data --- Analysis, Multiple Classification --- Area Analyses --- Classification Analyses, Multiple --- Classification Analysis, Multiple --- Data Analyses --- Data Correlation --- Data Correlations --- Estimation Technic --- Estimation Technic, Indirect --- Estimation Technics, Indirect --- Estimation Technique --- Estimation Technique, Indirect --- Estimation Techniques, Indirect --- Indirect Estimation Technic --- Indirect Estimation Technique --- Multiple Classification Analyses --- Statistical Studies --- Studies, Correlation --- Studies, Statistical --- Study, Correlation --- Study, Statistical --- Technic, Estimation --- Technic, Indirect Estimation --- Technics, Estimation --- Technics, Indirect Estimation --- Technique, Estimation --- Technique, Indirect Estimation --- Techniques, Estimation --- Techniques, Indirect Estimation --- Statistics as Topic. --- Models, Statistical. --- Mathematical statistics. --- Statistik --- Zeitschrift --- Periodikum --- Zeitschriften --- Presse --- Fortlaufendes Sammelwerk --- Mathematische Statistik --- Statistische Mathematik --- Statistische Methode --- Statistisches Verfahren --- Statistiken --- Datensammlung --- Stochastik --- Wahrscheinlichkeitsrechnung --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistical methods --- Statistique mathématique

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Epidemiology --- Health --- Longitudinal Studies --- Models, Statistical --- Longitudinal studies --- Statistical methods --- Epidemiology. --- Health. --- Longitudinal Studies. --- Models, Statistical. --- -Diseases --- Public health --- 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 --- Normalcy --- Normality --- Normalities --- Disease --- -Statistical methods --- -Congresses --- epidemiology --- -Longitudinal studies --- Diseases --- Longitudinal studies&delete& --- Statistical methods&delete& --- Congresses --- 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 --- Social Epidemiology --- Epidemiologies, Social --- Epidemiology, Social --- Social Epidemiologies --- Epidemiology - Longitudinal studies - Statistical methods - Congresses --- Epidemiology - congresses --- Health - congresses --- Longitudinal Studies - congresses --- Models, Statistical - congresses

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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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Health risk assessment. --- Outcome assessment (Medical care) --- Outcome Assessment, Health Care --- Risk Adjustment --- Decision Support Techniques. --- Delivery of Health Care --- Models, Statistical. --- Risk Factors. --- Population at Risk --- Populations at Risk --- Health Correlates --- Risk Factor Scores --- Risk Scores --- Correlates, Health --- Factor, Risk --- Risk Factor --- Risk Factor Score --- Risk Score --- Score, Risk --- Score, Risk Factor --- Organs at Risk --- 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 --- Analysis, Decision --- Decision Aids --- Decision Support Technics --- Decision Analysis --- Decision Modeling --- Models, Decision Support --- Aid, Decision --- Aids, Decision --- Analyses, Decision --- Decision Aid --- Decision Analyses --- Decision Support Model --- Decision Support Models --- Decision Support Technic --- Decision Support Technique --- Model, Decision Support --- Modeling, Decision --- Technic, Decision Support --- Technics, Decision Support --- Technique, Decision Support --- Techniques, Decision Support --- Clinical Decision-Making --- Decision Making --- Decision Making, Organizational --- Assessment of outcome (Medical care) --- Outcome evaluation (Medical care) --- Outcome measures (Medical care) --- Outcomes assessment (Medical care) --- Outcomes measurement (Medical care) --- Outcomes research (Medical care) --- Patient outcome assessment --- Medical care --- Assessment, Health risk --- Health hazard appraisal --- Health hazard assessment --- Health risk appraisal --- HRA (Public health) --- Human risk assessment --- Medicine, Preventive --- Public health --- Risk assessment --- Environmental health --- methods. --- organization & administration. --- Evaluation --- Social Risk Factors --- Factor, Social Risk --- Factors, Social Risk --- Risk Factor, Social --- Risk Factors, Social --- Social Risk Factor

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The most difficult part of making decisions in the health care field on all levels (national, regional, institutional, patient) is linked to the very complexity of the system itself, to the intrinsic uncertainty involved and its dynamic nature. This requires not only the ability to analyze and interpret a large amount of information but also arrange it so that it becomes a cognitive base for appropriate decision-making. Moreover, decisions in the health care field are subjected to many challenges and constraints: fast change and uncertain outcomes, aging population, increasing citizen expectations, equity considerations and limited resources. Operations research, statistical and economic-related quantitative methods supply these decisions making tools and methodology. The contributed book presents a collection of applications to concrete situations detailing the problem area, the methodology employed, the implementation and results. Each topic addressed in the book will be structured in such a way that an interdisciplinary and wide audience will be able to use the materials presented. As an example the book chapters will address health policies issues, planning health services, epidemiology and disease modelling, home-care modelling, logistics in health care, capacity planning, quality and appropriateness.

Health services administration. --- Medical care. --- Delivery of health care --- Delivery of medical care --- Health care --- Health care delivery --- Health services --- Healthcare --- Medical and health care industry --- Medical services --- Personal health services --- Public health --- Health administration --- Health care administration --- Health care management --- Health sciences administration --- Health services management --- Medical care --- Health planning --- Public health administration --- Administration --- Management --- Economic policy. --- Medicine. --- Statistics. --- Economic Policy. --- Operations Research, Management Science. --- Medicine/Public Health, general. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Economic nationalism --- Economic planning --- National planning --- State planning --- Economics --- Planning --- National security --- Social policy --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Clinical sciences --- Medical profession --- Human biology --- Life sciences --- Medical sciences --- Pathology --- Physicians --- Health Workforce --- Decision Support Techniques. --- Delivery of Health Care --- Models, Statistical. --- statistics & numerical data. --- 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 --- Analysis, Decision --- Decision Aids --- Decision Support Technics --- Decision Analysis --- Decision Modeling --- Models, Decision Support --- Aid, Decision --- Aids, Decision --- Analyses, Decision --- Decision Aid --- Decision Analyses --- Decision Support Model --- Decision Support Models --- Decision Support Technic --- Decision Support Technique --- Model, Decision Support --- Modeling, Decision --- Technic, Decision Support --- Technics, Decision Support --- Technique, Decision Support --- Techniques, Decision Support --- Clinical Decision-Making --- Decision Making --- Decision Making, Organizational --- Operations research. --- Management science. --- Statistics . --- Quantitative business analysis --- Problem solving --- Operations research --- Statistical decision --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory