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Psicologia --- Estadística mèdica --- Investigació
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Estadística médica. --- Modelos matemáticos --- Medicina --- Investigación --- Libros electrónicos
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This essential book details intermediate-level statistical methods and frameworks for the clinician and medical researcher with an elementary grasp of health statistics and focuses on selecting the appropriate statistical method for many scenarios. Detailed evaluation of various methodologies familiarizes readers with the available techniques and equips them with the tools to select the best from a range of options. The inclusion of a hypothetical case study between a clinician and statistician charting the conception of the research idea through to results dissemination enables the reader to understand how to apply the concepts covered into their day-to-day clinical practice. Applied Statistical Considerations for Clinical Researchers focuses on how clinicians can approach statistical issues when confronted with a medical research problem by considering the data structure, how this relates to their study's aims and any potential knock-on effects relating to the evidence required to make correct clinical decisions. It covers the application of intermediate-level techniques in health statistics making it an ideal resource for the clinician seeking an up-to-date resource on the topic.
Biomathematics. Biometry. Biostatistics --- Biology --- Pathological biochemistry --- Human medicine --- Computer. Automation --- medische biochemie --- biomathematica --- bio-informatica --- biologie --- biostatistiek --- biomedische wetenschappen --- medische informatica --- biometrie --- Medical informatics. --- Biometry. --- Bioinformatics. --- Medicine --- Health Informatics. --- Biostatistics. --- Biomedical Research. --- Research. --- Estadística mèdica --- Bioinformàtica
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Medical statistics --- Epidemiology --- Communicable diseases --- 44.00 medicine: general. --- Données statistiques. --- Epidémiologie. --- Maladies infectieuses. --- Publications périodiques. --- Communicable diseases. --- Epidemiology. --- Medical statistics. --- ESTADISTICA MEDICA --- Gesundheit. --- Gesundheitsstatistik --- Communicable Diseases --- Vital Statistics. --- PUBLICACIONES PERIODICAS. --- epidemiology. --- Erde --- Statistics --- World, Health --- Vital Statistics --- epidemiology
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Medical statistics --- Epidemiology --- Communicable diseases --- Communicable Diseases --- Vital Statistics --- 44.00 medicine: general. --- Données statistiques. --- Epidémiologie. --- Maladies infectieuses. --- Publications périodiques. --- ESTADISTICA MEDICA --- Gesundheit. --- Gesundheitsstatistik --- Statistics --- World, Health --- epidemiology --- PUBLICACIONES PERIODICAS. --- Erde
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This richly illustrated textbook covers modern statistical methods with applications in medicine, epidemiology and biology. Firstly, it discusses the importance of statistical models in applied quantitative research and the central role of the likelihood function, describing likelihood-based inference from a frequentist viewpoint, and exploring the properties of the maximum likelihood estimate, the score function, the likelihood ratio and the Wald statistic. In the second part of the book, likelihood is combined with prior information to perform Bayesian inference. Topics include Bayesian updating, conjugate and reference priors, Bayesian point and interval estimates, Bayesian asymptotics and empirical Bayes methods. It includes a separate chapter on modern numerical techniques for Bayesian inference, and also addresses advanced topics, such as model choice and prediction from frequentist and Bayesian perspectives. This revised edition of the book “Applied Statistical Inference” has been expanded to include new material on Markov models for time series analysis. It also features a comprehensive appendix covering the prerequisites in probability theory, matrix algebra, mathematical calculus, and numerical analysis, and each chapter is complemented by exercises. The text is primarily intended for graduate statistics and biostatistics students with an interest in applications.
Statistical science --- Biomathematics. Biometry. Biostatistics --- General ecology and biosociology --- biomathematica --- biostatistiek --- statistiek --- ecologie --- Statistics . --- Biostatistics. --- Ecology . --- Biomathematics. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Statistical Theory and Methods. --- Bayesian Inference. --- Theoretical Ecology/Statistics. --- Genetics and Population Dynamics. --- Probabilitats --- Estadística bayesiana --- Estadística matemàtica --- Biometria --- Estadística mèdica --- Statistics. --- Biometry. --- Ecology. --- Estadística bayesiana.
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This book brings together the voices of leading experts in the frontiers of biostatistics, biomedicine, and the health sciences to discuss the statistical procedures, useful methods, and novel applications in biostatistics research. It also includes discussions of potential future directions of biomedicine and new statistical developments for health research, with the intent of stimulating research and fostering the interactions of scholars across health research related disciplines. Topics covered include: Health data analysis and applications to EHR data Clinical trials, FDR, and applications in health science Big network analytics and its applications in GWAS Survival analysis and functional data analysis Graphical modelling in genomic studies The book will be valuable to data scientists and statisticians who are working in biomedicine and health, other practitioners in the health sciences, and graduate students and researchers in biostatistics and health.
Estadística mèdica --- Biometria --- Dades massives --- Macrodades --- Bases de dades --- Bioestadística --- Biologia --- Estadística --- Herència (Biologia) --- Anàlisi de supervivència (Biometria) --- Censos --- Genètica quantitativa --- Biomatemàtica --- Estadística matemàtica --- Mostreig (Estadística) --- Estadística sanitària --- Indicadors de salut --- Mortalitat --- Medical statistics. --- Big data. --- Data sets, Large --- Large data sets --- Data sets --- Health --- Health statistics --- Medicine --- Statistics --- Statistical methods --- Biometry. --- Biology --- Biostatistics. --- Biomedical Research. --- Research. --- Biological research --- Biomedical research --- Health Workforce --- Biological statistics --- Biometrics (Biology) --- Biostatistics --- Biomathematics
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Estadística --- Anàlisi estadística --- Control estadístic --- Informació estadística --- Economia --- Matemàtica --- Allisament (Estadística) --- Anàlisi de regressió --- Anàlisi de variància --- Biometria --- Censos --- Correlació (Estadística) --- Presa de decisions (Estadística) --- Estadística comercial --- Estadística demogràfica --- Estadística econòmica --- Estadística educativa --- Estadística financera --- Estadística industrial --- Estadística matemàtica --- Estadística mèdica --- Mitjana (Estadística) --- Models lineals (Estadística) --- Models no lineals (Estadística) --- Serveis estadístics --- Sondejos d'opinió --- Econometria --- Investigació quantitativa --- Bernoulli numbers. --- Bernoullian numbers --- Numbers, Bernoulli --- Numerical functions
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Mathematical statistics. --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistical methods --- Estadística --- Homenatges --- Anàlisi estadística --- Control estadístic --- Informació estadística --- Economia --- Matemàtica --- Allisament (Estadística) --- Anàlisi de regressió --- Anàlisi de variància --- Biometria --- Censos --- Correlació (Estadística) --- Presa de decisions (Estadística) --- Estadística comercial --- Estadística demogràfica --- Estadística econòmica --- Estadística educativa --- Estadística financera --- Estadística industrial --- Estadística matemàtica --- Estadística mèdica --- Mitjana (Estadística) --- Models lineals (Estadística) --- Models no lineals (Estadística) --- Serveis estadístics --- Sondejos d'opinió --- Econometria --- Investigació quantitativa
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Statistics. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Estadística --- Models matemàtics --- Models (Matemàtica) --- Models experimentals --- Models teòrics --- Mètodes de simulació --- Anàlisi de sistemes --- Mètode de Montecarlo --- Modelització multiescala --- Models economètrics --- Models lineals (Estadística) --- Models multinivell (Estadística) --- Models no lineals (Estadística) --- Programació (Ordinadors) --- Simulació per ordinador --- Teoria de màquines --- Models biològics --- Anàlisi estadística --- Control estadístic --- Informació estadística --- Economia --- Matemàtica --- Allisament (Estadística) --- Anàlisi de regressió --- Anàlisi de variància --- Biometria --- Censos --- Correlació (Estadística) --- Presa de decisions (Estadística) --- Estadística comercial --- Estadística demogràfica --- Estadística econòmica --- Estadística educativa --- Estadística financera --- Estadística industrial --- Estadística matemàtica --- Estadística mèdica --- Mitjana (Estadística) --- Serveis estadístics --- Sondejos d'opinió --- Econometria --- Investigació quantitativa
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