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Quatrième de couverture : "Cet ouvrage fait le point sur les méthodes disponibles à ce jour pour analyser les données longitudinales. Les principaux résultats de l'inférence statistique et les principaux modèles de régression sont rappelés. Le reste du livre se concentre sur les modèles pour données longitudinales au sens large, c'est-à-dire mesures répétées de variables quantitatives ou qualitatives et histoire d'événements. L’ouvrage est accompagné par le développement d'un ensemble de logiciels R. Il s'agit d'un livre collectif, fruit de l'expérience de recherche et d'enseignement d'une équipe dont les membres ont travaillé ensemble depuis des années. Grâce à cette expérience commune des neuf auteurs, le livre est homogène à la fois dans la vision générale et dans les notations."

Biometry --- Biomathematics --- Biology --- Epidemiology --- Biométrie --- Biomathématiques --- Biologie --- Épidémiologie --- Textbooks --- Mathematical models --- Manuels d'enseignement supérieur --- Modèles mathématiques --- Biostatistics --- Statistics as topic --- Statistique --- methods --- Méthodes statistiques --- Méthodes --- Biométrie --- Biomathématiques --- Épidémiologie --- Manuels d'enseignement supérieur --- Modèles mathématiques --- Epidemiology. --- Biostatistics. --- Statistics as Topic --- methods. --- Biométrie. --- Méthodes statistiques. --- Méthodes. --- Méthodes statistiques. --- Méthodes. --- Biometry - textbooks --- Epidemiology - textbooks

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Probability, Statistics and Modelling in Public Health consists of refereed contributions by expert biostatisticians that discuss various probabilistic and statistical models used in public health. Many of them are based on the work of Marvin Zelen of the Harvard School of Public Health. Topics discussed include models based on Markov and semi-Markov processes, multi-state models, models and methods in lifetime data analysis, accelerated failure models, design and analysis of clinical trials, Bayesian methods, pharmaceutical and environmental statistics, degradation models, epidemiological methods, screening programs, early detection of diseases, and measurement and analysis of quality of life.Written for: Researchers interested in statistical methodology in the biomedical field

Public health --- Medical statistics --- Probability measures --- Models, Statistical --- Probability --- Public Health --- Statistical methods --- WA 950 Theory or methods of medical statistics --- Public health - Statistical methods

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Probability, Statistics and Modelling in Public Health consists of refereed contributions by expert biostatisticians that discuss various probabilistic and statistical models used in public health. Many of them are based on the work of Marvin Zelen of the Harvard School of Public Health. Topics discussed include models based on Markov and semi-Markov processes, multi-state models, models and methods in lifetime data analysis, accelerated failure models, design and analysis of clinical trials, Bayesian methods, pharmaceutical and environmental statistics, degradation models, epidemiological methods, screening programs, early detection of diseases, and measurement and analysis of quality of life. Audience This book is intended for researchers interested in statistical methodology in the biomedical field.

Biomathematics. Biometry. Biostatistics --- medische statistiek --- biostatistiek --- biometrie