Quantitative epidemiology / Xinguang Chen.
- 作者： Chen, Xinguang.
- 其他題名：
- Emerging topics in statistics and biostatistics
- 出版： Cham : Springer c2021.
- 叢書名： Emerging topics in statistics and biostatistics
- 主題： Epidemiologic Methods. , Statistics as Topic--methods.
- ISBN： 9783030838515 (bound): NT2497 、 9783030838522 (ebk.)
- 一般註：Includes bibliographical references and index.
-
讀者標籤：
- 系統號： 000292988 | 機讀編目格式
館藏資訊
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.