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Fundamental statistical methods for analysis of Alzheimer's and other neurodegenerative diseases /

"This book explains statistical techniques commonly used in analyzing data for Alzheimer's and other neurodegenerative diseases, and it presents examples from real-world applications in an effort to make the techniques useful for professionals and students. The book leads readers through t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Irimata, Katherine E., 1990- (Autor), Wilson, Jeffrey (Jeffrey R.) (Autor), Dugger, Brittany N. (Brittany Nicole), 1982- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Baltimore, Maryland : Johns Hopkins University Press, 2020.
Temas:
Acceso en línea:Texto completo
Descripción
Sumario:"This book explains statistical techniques commonly used in analyzing data for Alzheimer's and other neurodegenerative diseases, and it presents examples from real-world applications in an effort to make the techniques useful for professionals and students. The book leads readers through the steps of conducting multivariate analyses while adjusting for correlation or the hierarchical structure of data in prediction and inferences. Techniques such as spatial analysis, Bayesian analysis, and time-dependent covariates are included. Several data sets from the National Alzheimer's Coordinating Center are analyzed with statistical software commonly used by Alzheimer's researchers, and the results are shown to readers by way of illustration"--
Descripción Física:1 online resource
Bibliografía:Includes bibliographical references and index.
ISBN:9781421436722
1421436728