Quantitative epidemiology [electronic resource] / Xinguang Chen.

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Quantitative epidemiology [electronic resource] / Xinguang Chen.

9783030838522 (electronic bk.)
3030838528 (electronic bk.)
303083851X
9783030838515

Cham, Switzerland : Springer, 2021.

English

1 online resource.

10.1007/978-3-030-83852-2 doi

RA652.2.M3

614.4072/7

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. .

Includes bibliographical references and index.

Access limited to authorized users.

Online resource; title from PDF title page (SpringerLink, viewed March 9, 2022).

Emerging topics in statistics and biostatistics.

Print version: 9783030838515

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