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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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Mathematical statistics --- QA 279 Analysis of variance and covariance. Experimental design. / General works --- Analysis of Variance --- Distribution (Probability theory) --- Linear Models --- 519.2 --- Probability. Mathematical statistics --- Analysis of variance. --- Linear models (Statistics) --- Distribution (Probability theory). --- Linear models (Statistics). --- 519.2 Probability. Mathematical statistics --- Analysis of variance --- Models, Linear (Statistics) --- Mathematical models --- Statistics --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- ANOVA (Analysis of variance) --- Variance analysis --- Experimental design
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This new edition of this classic incorporates the most recent thinking on methodology and software, as well as the latest literature on multilevel statistical models. Topics covered by multilevel models have increased in recent years, and the methods are widely applied in the social sciences as well as in areas such as epidemiology, geography, education, surveys, and medicine. This third edition includes chapters on meta analysis, factor analysis and structural equation models, and has expanded sections on MCMC methods.
Mathematical statistics --- Social sciences --- Educational tests and measurements --- Mathematical models --- Research --- Methodology --- 519.2 --- #PBIB:2003.3 --- Probability. Mathematical statistics --- Mathematical models. --- Methodology. --- 519.2 Probability. Mathematical statistics --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Research&delete& --- Social sciences - Mathematical models --- Social sciences - Research - Methodology --- Educational tests and measurements - Mathematical models --- H61.25 Mathematics. Mathematical models --- Methods
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The main methods, techniques and issues for carrying out multilevel modeling and analysis are covered in this book. The book is an applied introduction to the topic, providing a clear conceptual understanding of the issues involved in multilevel analysis and will be a useful reference tool. Information on designing multilevel studies, sampling, testing and model specification and interpretation of models is provided. A comprehensive guide to the software available is included. Multilevel Analysis is the ideal guide for researchers and applied statisticians in the social sciences, including education, but will also interest researchers in economics, and biological, medical and health disciplines.
Quantitative methods in social research --- Multivariate analysis --- #PBIB:2000.1 --- #SBIB:303H520 --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Analysis of variance --- Mathematical statistics --- Matrices --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Multivariate analysis. --- QA 278 Multivariate analysis -- General Works. --- Statistics --- Analyse multivariée
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This text provides a concise and clearly presented discussion of all the elements in a meta-analysis. It is illustrated with worked examples throughout, with visual explanations, using screenshots from Excel spreadsheets and computer programs such as Comprehensive Meta-Analysis (CMA) or Strata.
Philosophy of science --- Methods in social research (general) --- Mathematical statistics --- WA 950 Theory or methods of medical statistics --- Meta-Analysis as Topic --- Statistics --- Handbooks --- Meta-Analysis as Topic. --- Meta-analysis. --- Méta-analyse --- Meta-Analysis --- 303 --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- 303 Methoden bij sociaalwetenschappelijk onderzoek --- Methoden bij sociaalwetenschappelijk onderzoek --- Méta-analyse --- Meta-analysis --- Medicine --- Psychometrics --- Social sciences --- Research --- Evaluation --- Statistical methods
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Reviews sampling methods used in surveys: simple random sampling, systematic sampling, stratification, cluster and multi-stage sampling, sampling with probability proportional to size, two-phase sampling, replicated sampling, panel designs, and non-probability sampling. Kalton discusses issues of practical implementation, including frame problems and non-response, and gives examples of sample designs for a national face-to-face interview survey and for a telephone survey. He also treats the use of weights in survey analysis, the computation of sampling errors with complex sampling designs, and the determination of sample size.
Social sciences --- -Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Methodology --- Sampling (Statistics) --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Random sampling --- Statistics of sampling --- Statistics --- Mathematical statistics --- Statistical methods --- Quantitative methods in social research --- Statistical science --- #SBIB:303H10 --- Methoden en technieken: algemene handboeken en reeksen --- Sampling (Statistics). --- Methodology. --- Statistical methods. --- Sciences sociales --- Echantillonnage (Statistique) --- Méthodes statistiques --- Méthodologie --- Social sciences - Statistical methods --- Social sciences - Methodology --- QA 276.6 Sampling theory and methods
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Models, Theoretical --- Statistics --- Time Factors --- Demography --- Population --- Population Dynamics --- Research --- HA 30.3 Time-series analysis --- Data Analysis ;Demographic Factors ;Estimation Technics ;Research Methodology --- Time-series analysis --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- #SBIB:303H524 --- #SBIB:303H10 --- Methoden sociale wetenschappen: chronologische analyse, tijdsreeksen --- Methoden en technieken: algemene handboeken en reeksen --- Mathematical statistics --- Series chronologiques --- Sciences sociales --- Methodes statistiques --- Social sciences --- Série chronologique --- Statistical methods --- Méthodes statistiques
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This book examines ways to analyze complex surveys, and focuses on the problems of weights and design effects. This new edition incorporates recent practice of analyzing complex survey data, introduces the new analytic approach for categorical data analysis (logistic regression), reviews new software and provides an introduction to the model-based analysis that can be useful analyzing well-designed, relatively small-scale social surveys.
Mathematics --- Social surveys --- Statistical methods --- QA 276 .L328 Mathematical statistics --- Mathematical statistics --- Social surveys - Statistical methods --- Mathematical statistics. --- Statistique mathématique --- Enquêtes sociales --- Statistical methods. --- Méthodes statistiques --- #SBIB:303H10 --- 519.2 --- Community surveys --- Surveys, Social --- Social sciences --- Surveys --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Methoden en technieken: algemene handboeken en reeksen --- Research --- Quantitative methods in social research
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* Emphasizes the latest trends in the field. * Includes a new chapter on evolving methods. * Provides updated or revised material in most of the chapters.
Mathematical statistics --- QA 276.L57 General Works (Mathematical Statistics) --- Missing observations (Statistics) --- Statistique mathématique --- Observations manquantes (Statistique) --- #PBIB:2005.2 --- 519.2 --- 519.23 --- 519.5 --- Data, Missing (Statistics) --- Missing data (Statistics) --- Missing values (Statistics) --- Observations, Missing (Statistics) --- Values, Missing (Statistics) --- Estimation theory --- Multivariate analysis --- Multiple imputation (Statistics) --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Probability. Mathematical statistics --- Statistical analysis. Inference methods --- Statistical methods --- Mathematical statistics. --- Basic Sciences. Statistics --- Statistical Analysis --- Missing observations (Statistics). --- Statistical Analysis. --- 519.23 Statistical analysis. Inference methods --- 519.2 Probability. Mathematical statistics --- Statistique mathématique
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Analysis of variance --- Regression analysis --- Social sciences --- regressie-analyse --- wiskundige statistiek --- #SBIB:303H520 --- 37.012 --- 519.2 --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- ANOVA (Analysis of variance) --- Variance analysis --- Mathematical statistics --- Experimental design --- 37.012 Onderzoeksmethoden bij opvoeding en onderwijs --- Onderzoeksmethoden bij opvoeding en onderwijs --- Statistical methods --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Regression Analysis --- Analysis of variance. --- Regression analysis. --- Methoden en technieken --- Statistical methods. --- handboeken en inleidingen. --- Quantitative methods in social research --- Handboeken en inleidingen. --- HA 29 Theory and method of social science statistics - General works --- Analysis of Variance
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