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Verfasst von:Chen, Xinguang [VerfasserIn]   i
Titel:Quantitative Epidemiology
Verf.angabe:by Xinguang Chen
Ausgabe:1st ed. 2021.
Verlagsort:Cham
 Cham
Verlag:Springer International Publishing
 Imprint: Springer
E-Jahr:2021
Jahr:2021.
 2021.
Umfang:1 Online-Ressource(XX, 336 p. 200 illus., 170 illus. in color.)
Gesamttitel/Reihe:Emerging Topics in Statistics and Biostatistics
 Springer eBook Collection
ISBN:978-3-030-83852-2
Abstract:1. Introduction to Quantitative Epidemiology -- 2. Characters, Variables, Data, and Information -- 3. Quantitative Descriptive Epidemiology -- 4. Causal Exploration with Bivariate Analysis -- 5. Confirmation with Multiple Linear Regression -- 6. Multivariate Analyses of Categorical and Counting Data -- 7. Multivariate Analysis of Time to Event Data -- 8. Simultaneous Analysis of Two Correlated Predictors -- 9. Special Issues with Quantitative Epidemiology -- 10. Power Analysis.
 This book is designed to train graduate students across disciplines within the fields of public health and medicine, with the goal of guiding them in the transition to independent researchers. It focuses on theories, principles, techniques, and methods essential for data processing and quantitative analysis to address medical, health, and behavioral challenges. Students will learn to access to existing data and process their own data, quantify the distribution of a medical or health problem to inform decision making; to identify influential factors of a disease/behavioral problem; and to support health promotion and disease prevention. Concepts, principles, methods and skills are demonstrated with SAS programs, figures and tables generated from real, publicly available data. In addition to various methods for introductory analysis, the following are featured, including 4-dimensional measurement of distribution and geographic mapping, multiple linear and logistic regression, Poisson regression, Cox regression, missing data imputing, and statistical power analysis. .
DOI:doi:10.1007/978-3-030-83852-2
URL:Resolving-System: https://doi.org/10.1007/978-3-030-83852-2
 Cover: https://swbplus.bsz-bw.de/bsz1794150676cov.jpg
 DOI: https://doi.org/10.1007/978-3-030-83852-2
Datenträger:Online-Ressource
Sprache:eng
Bibliogr. Hinweis:Erscheint auch als : Druck-Ausgabe: Chen, Xinguang: Quantitative epidemiology. - Cham : Springer, 2021. - xx, 336 Seiten
 Erscheint auch als : Druck-Ausgabe
 Erscheint auch als : Druck-Ausgabe
Sach-SW:Epidemiology ; Data processing
 Epidemiology ; Statistical methods
K10plus-PPN:1794150676
 
 
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