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Unlike existing monographs, this_book_is written at a technical level that_ensures that the material is accessible to a broad audience of researchers and graduate students in the health and medical sciences, as well as pharmaceutical studies._The methods are presented in the setting of numerous applications to real data_drawn from studies in the health sciences._ This book_provides a rigorous and comprehensive description of modern methods for analyzing repeated measures and longitudinal data. In addition, the book_includes a description of modern methods of regression analysis for correlated data. The latter_includes regression models for multilevel and cluster correlated data and methods for analyzing multiple measures of an outcome arising from different sources (e.g. outcome data that are simultaneously obtained from multiple raters or via different/parallel instruments or methods).

Mathematical statistics --- Longitudinal method. --- Regression analysis. --- Multivariate analysis. --- Medical statistics. --- Methoden en technieken --- statistiek --- statistiek. --- Wiskundige statistiek

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Social medicine. --- Social classes --- Health status indicators. --- Médecine sociale --- Classes sociales --- Indicateurs de santé --- Health aspects. --- Aspect sanitaire --- Health status indicators --- Social medicine --- #SBIB:053.AANKOOP --- #SBIB:316.334.3M20 --- #SBIB:316.8H15 --- Class distinction --- Classes, Social --- Rank --- Caste --- Estates (Social orders) --- Social status --- Class consciousness --- Classism --- Social stratification --- Health indicators --- Health status indexes --- Indexes, Health status --- Indicators, Health status --- Health --- Health surveys --- Medical statistics --- Public health --- Quality of life --- Social indicators --- Medical care --- Medical sociology --- Medicine --- Medicine, Social --- Public welfare --- Sociology --- Medical ethics --- Medical sociologists --- Health aspects --- Sociale epidemiologie en etiologie: sociale aspecten van ziekte en gezondheid --- Welzijns- en sociale problemen: sociale ongelijkheid en armoede --- Methodology --- Social aspects

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Social medicine --- Health status indicators --- Social indicators --- Economic indicators --- Medical care --- Health services accessibility --- Minorities --- Ethnic groups --- Methodology. --- Measurement. --- Evaluation --- Statistical methods. --- Health and hygiene --- Ethnic identities --- Ethnic nations (Ethnic groups) --- Groups, Ethnic --- Kindred groups (Ethnic groups) --- Nationalities (Ethnic groups) --- Peoples (Ethnic groups) --- Ethnic minorities --- Foreign population --- Minority groups --- Access to health care --- Accessibility of health services --- Availability of health services --- 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 --- Business indicators --- Indicators, Business --- Indicators, Economic --- Leading indicators --- Indicators, Social --- Health indicators --- Health status indexes --- Indexes, Health status --- Indicators, Health status --- Medical sociology --- Medicine --- Medicine, Social --- Access --- Social aspects --- Ethnology --- Persons --- Assimilation (Sociology) --- Discrimination --- Ethnic relations --- Majorities --- Plebiscite --- Race relations --- Segregation --- Public health --- Economic history --- Quality of life --- Economic forecasting --- Index numbers (Economics) --- Social history --- Social accounting --- Social prediction --- Health --- Health surveys --- Medical statistics --- Public welfare --- Sociology --- Medical ethics --- Medical sociologists --- Methodology

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Margaret Sullivan Pepe describes statistical concepts and techniques for evaluating medical diagnostic tests and biomarkers, which are chemicals added to the body for measuring the progress of disease or the effects of treatment. The statistical results can be used for detecting disease.

Mathematical statistics --- Clinical pathology --- Diagnostic laboratory tests --- Laboratory diagnosis --- Laboratory medicine --- Medical laboratory diagnosis --- Medical statistics --- Diagnosis, Laboratory --- Health Care Evaluation Mechanisms --- Epidemiologic Methods --- Mathematics --- Diagnosis --- Methods --- Publication Formats --- Research --- Quality of Health Care --- Investigative Techniques --- Public Health --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Publication Characteristics --- Science --- Natural Science Disciplines --- Health Care Quality, Access, and Evaluation --- Disciplines and Occupations --- Environment and Public Health --- Health Care --- Statistics as Topic --- Statistics --- Diagnostic Techniques and Procedures --- Research Design --- Medicine --- Health & Biological Sciences --- Pathology --- 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 --- Clinical Trials Data Monitoring Committees --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Sensitivity and Specificity --- 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, Data --- Analysis, Multiple Classification --- Area Analyses --- Classification Analyses, Multiple --- Classification Analysis, Multiple --- Data Analyses --- Data Correlation --- Data Correlations --- 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, Indirect Estimation --- Technics, Estimation --- Technics, Indirect Estimation --- Technique, Estimation --- Technique, Indirect Estimation --- Techniques, Estimation --- Techniques, Indirect Estimation --- Community-Based Distribution --- Contraceptive Distribution --- Delivery of Healthcare --- Dental Care Delivery --- Distribution, Non-Clinical --- Distribution, Nonclinical --- Distributional Activities --- Healthcare --- Healthcare Delivery --- Healthcare Systems --- Non-Clinical Distribution --- Nonclinical Distribution --- Delivery of Dental Care --- Health Care Delivery --- Health Care Systems --- Activities, Distributional --- Activity, Distributional --- Care, Health --- Community Based Distribution --- Community-Based Distributions --- Contraceptive Distributions --- Deliveries, Healthcare --- Delivery, Dental Care --- Delivery, Health Care --- Delivery, Healthcare --- Distribution, Community-Based --- Distribution, Contraceptive --- Distribution, Non Clinical --- Distributional Activity --- Distributions, Community-Based --- Distributions, Contraceptive --- Distributions, Non-Clinical --- Distributions, Nonclinical --- Health Care System --- Healthcare Deliveries --- Healthcare System --- Non Clinical Distribution --- Non-Clinical Distributions --- Nonclinical Distributions --- System, Health Care --- System, Healthcare --- Systems, Health Care --- Systems, Healthcare --- Healthcare Quality, Access, and Evaluation --- Natural Sciences --- Physical Sciences --- Discipline, Natural Science --- Disciplines, Natural Science --- Natural Science --- Natural Science Discipline --- Physical Science --- Science, Natural --- Science, Physical --- Sciences, Natural --- Sciences, Physical --- Sciences --- Community Health --- Environment, Preventive Medicine & Public Health --- Environment, Preventive Medicine and Public Health --- Health, Community --- Health, Public --- Preventive Medicine --- Education, Public Health Professional --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Pharmacy Audit --- Quality of Care --- Quality of Healthcare --- Audit, Pharmacy --- Care Qualities --- Care Quality --- Health Care Quality --- Healthcare Quality --- Pharmacy Audits --- Laboratory Research --- Research Activities --- Research and Development --- Research Priorities --- Activities, Research --- Activity, Research --- Development and Research --- Priorities, Research --- Priority, Research --- Research Activity --- Research Priority --- Research, Laboratory --- Ethics, Research --- Methodological Studies --- Methodological Study --- Procedures --- Studies, Methodological --- Study, Methodological --- Method --- Procedure --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Mathematic --- Epidemiologic Method --- Epidemiological Methods --- Methods, Epidemiologic --- Epidemiological Method --- Method, Epidemiologic --- Method, Epidemiological --- Methods, Epidemiological --- Epidemiology --- Healthcare Evaluation Mechanisms --- Evaluation Mechanism, Healthcare --- Evaluation Mechanisms, Healthcare --- Healthcare Evaluation Mechanism --- Mechanism, Healthcare Evaluation --- Mechanisms, Healthcare Evaluation --- Clinical medicine --- Health --- Health statistics --- Statistical methods --- methods --- diagnosis --- statistics & numerical data --- Statistique médicale --- Research&delete& --- Biochemical markers --- Methodology --- Diagnostic Testing --- Testing, Diagnostic --- Diagnose --- Techniques --- Technique --- Diagnosis, Laboratory - Research - Statistical methods --- Diagnostic Techniques and Procedures - statistics & numerical data --- Research Design - statistics & numerical data --- Medical statistics. --- Statistical methods.